%[JOURNALS] @string{aij = "AIJ"} @string{aij-long = "Artificial Intelligence"} @string{aimag = "AIMag"} @string{aimag-long = "AI~Magazine"} @string{assp = "IEEE Transactions on Acoustics, Speech, and Signal Processing"} @string{bbs = "BBS"} @string{bbs-long = "Behavioral and Brain Sciences"} @string{cacm = "CACM"} @string{cacm-long = "Communications of the Association for Computing Machinery"} @string{ci = "Computational Intelligence"} @string{cl = "Computational Linguistics"} @string{etai = "Electronic Transactions on Artificial Intelligence"} @string{ibmjrd = "IBM Journal of Research and Development"} @string{ieee-smc = "IEEE Transactions on Systems, Man and Cybernetics"} @string{ijar = "IJAR"} @string{ijar-long = "Int.\ J.\ Approximate Reasoning"} @string{ijcv = "IJCV"} @string{ijcv-long = "Int.\ J.\ Computer Vision"} @string{ijrr = "Int.\ J.\ Robotics Research"} @string{jacm = "JACM"} @string{jacm-long = "J.\ Association for Computing Machinery"} @string{jair = "JAIR"} @string{jair-long = "J.\ Artificial Intelligence Research"} @string{jar = "JAR"} @string{jar-long = "J.\ Automated Reasoning"} @string{jasa = "JASA"} @string{jasa-long = "J.\ American Statistical Association"} @string{jlp = "J.\ Logic Programming"} @string{jmlr = "JMLR"} @string{jmlr-long = "J.\ Machine Learning Research"} @string{josaa = "J.\ Optical Society of America A"} @string{jsl = "JSL"} @string{jsl-long = "J.\ Symbolic Logic"} @string{ml = "Machine Learning"} @string{nc = "Neural Computation"} @string{pami = "PAMI"} @string{pami-long = "IEEE Transactions on Pattern Analysis and Machine Intelligence"} @string{pnas = "PNAS"} @string{pnas-long = "Proc.\ National Academy of Sciences of the United States of America"} @string{royalstats = "J.\ Royal Statistical Society"} @string{sigartb = "SIGART Bulletin"} @string{sigartn = "SIGART Newsletter"} @string{unknown = "UNKNOWN"} %[PUBLISHERS] @string{AAAIP = "AAAI Press"} @string{AB = "Allyn and Bacon"} @string{AP = "Academic Press"} @string{AW = "Addison-Wesley"} @string{CUP = "Cambridge University Press"} @string{DP = "Digital Press"} @string{EH = "Ellis Horwood"} @string{Els = "Elsevier Science"} @string{HR = "Harper \& Row"} @string{JW = "Wiley"} @string{Kluwer = "Kluwer"} @string{MH = "McGraw-Hill"} @string{MITP = "MIT Press"} @string{MK = "Morgan Kaufmann"} @string{Norton = "Norton"} @string{OReilly = "O'Reilly"} @string{OUP = "Oxford"} @string{PH = "Prentice Hall"} @string{Pitman = "Pitman"} @string{SV = "Springer-Verlag"} @string{aaaip = "AAAI Press"} @string{aaaip-ad = "Menlo Park, California"} @string{ablex = "Ablex"} @string{ablex-ad = "Norwood, NJ"} @string{academic = "Academic Press"} @string{academic-ad = "New York"} @string{acmp = "ACM Press"} @string{acmp-ad = "New York"} @string{addison = "Addison-Wesley"} @string{addison-ad = "Reading, MA"} @string{allen = "Allen and Unwin"} @string{allen-ad = "London"} @string{almquist = "Almquist and Wiksell"} @string{almquist-ad = "Stockholm"} @string{amacom = "Amacom"} @string{amacom-ad = "New York"} @string{amnh = "American Museum of Natural History"} @string{amnh-ad = "New York"} @string{ams = "American Mathematical Society"} @string{ams-ad = "Providence, RI"} @string{annual = "Annual Reviews"} @string{annual-ad = "Palo Alto"} @string{aslib = "Aslib"} @string{aslib-ad = "London"} @string{athena = "Athena Scientific"} @string{athena-ad = "Nashua, NH"} @string{basic = "Basic Books"} @string{basic-ad = "New York"} @string{benjamin = "Benjamin/Cummings"} @string{benjamin-ad = "Redwood City, CA"} @string{birkhauser = "Birkhauser"} @string{birkhauser-ad = "Boston"} @string{blackwell = "Blackwell"} @string{blackwell-ad = "Oxford"} @string{blaisdell = "Blaisdell"} @string{blaisdell-ad = "New York"} @string{bobbs = "Bobbs-Merrill"} @string{bobbs-ad = "Indianapolis"} @string{bocca = "Fratres Bocca"} @string{bocca-ad = "Turin"} @string{boyd = "Boyd \& Fraser"} @string{boyd-ad = "San Francisco"} @string{california = "University of California Press"} @string{california-ad = "Berkeley and Los Angeles"} @string{cambridge = "Cambridge University Press"} @string{cambridge-ad = "Cambridge"} @string{chapman = "Chapman and Hall"} @string{chapman-ad = "London"} @string{chelsea = "Chelsea"} @string{chelsea-ad = "New York"} @string{chicago = "University of Chicago Press"} @string{chicago-ad = "Chicago"} @string{computer = "Computer Science Press"} @string{computer-ad = "Rockville, MD"} @string{comunita = "Edizioni di Comunit\`{a}"} @string{comunita-ad = "Milan"} @string{cornell = "Cornell University Press"} @string{cornell-ad = "Ithaca, NY"} @string{crc = "CRC Press"} @string{crc-ad = "Boca Raton, FL"} @string{cslip = "CSLI Press"} @string{cslip-ad = "Stanford, CA"} @string{degruyter = "de~Gruyter"} @string{degruyter-ad = "Berlin"} @string{digital = "Digital Press"} @string{digital-ad = "Bedford, Massachusetts"} @string{doubleday = "Doubleday"} @string{doubleday-ad = "Garden City, NY"} @string{dover = "Dover"} @string{dover-ad = "New York"} @string{edinburgh = "Edinburgh University Press"} @string{edinburgh-ad = "Edinburgh"} @string{ellis = "Ellis Horwood"} @string{ellis-ad = "Chichester, England"} @string{elsevier = "Elsevier"} @string{elsevier-ad = "Amsterdam, London, New York"} @string{elsevirii = "Elsevirii"} @string{elsevirii-ad = "Amsterdam"} @string{freeman = "W. H. Freeman"} @string{freeman-ad = "New York"} @string{gordon = "Gordon and Breach"} @string{gordon-ad = "New York"} @string{griffin = "Charles Griffin"} @string{griffin-ad = "London"} @string{griffon = "Editions du Griffon"} @string{griffon-ad = "Neufchatel, Switzerland"} @string{halle = "Halle"} @string{halle-ad = "Berlin"} @string{harcourt = "Harcourt Brace Jovanovich"} @string{harcourt-ad = "New York"} @string{harper = "Harper and Row"} @string{harper-ad = "New York"} @string{harvard = "Harvard University Press"} @string{harvard-ad = "Cambridge, MA"} @string{harvester = "Harvester Press"} @string{harvester-ad = "Hassocks, Sussex"} @string{heath = "D. C. Heath"} @string{heath-ad = "Lexington, MA"} @string{heinemann = "William Heinemann"} @string{heinemann-ad = "London"} @string{heuristech-kaufmann = "HeurisTech Press and William Kaufmann"} @string{heuristech-kaufmann-ad = "Stanford and Los Altos, CA"} @string{holt = "Holt, Rinehart, Winston"} @string{holt-ad = "Toronto"} @string{houghton = "Houghton Mifflin"} @string{houghton-ad = "Boston"} @string{humanities = "Humanities Press"} @string{humanities-ad = "Atlantic Highlands, NJ"} @string{ieeecs = "IEEE Computer Society Press"} @string{ieeecs-ad = "Washington, DC"} @string{ieeep = "IEEE Press"} @string{ieeep-ad = "Piscataway, NJ"} @string{illinois = "University of Illinois Press"} @string{illinois-ad = "Urbana, IL"} @string{ios = "IOS Press"} @string{ios-ad = "New York"} @string{iulc = "Indiana University Linguistics Club"} @string{iulc-ad = "Bloomington, IN"} @string{jaip = "JAI Press"} @string{jaip-ad = "Greenwich, CT"} @string{jspringer = "J.~Springer"} @string{jspringer-ad = "Berlin"} @string{jwparker = "J. W. Parker"} @string{jwparker-ad = "London"} @string{kluwer = "Kluwer"} @string{kluwer-ad = "Dordrecht, Netherlands"} @string{krieger = "Krieger"} @string{krieger-ad = "New York"} @string{lea = "Lawrence Erlbaum"} @string{lea-ad = "Potomac, MD"} @string{london = "University of London Press"} @string{london-ad = "London"} @string{longman = "Longman"} @string{longman-ad = "New York"} @string{lund = "Studentliteratur (Lund) and Auerbach"} @string{lund-ad = "New York"} @string{luzac = "E.~Luzac"} @string{luzac-ad = "Leyde, France"} @string{macmillan = "Macmillan"} @string{macmillan-ad = "London"} @string{macmillan-barclay = "Macmillan, Barclay, and Macmillan"} @string{macmillan-barclay-ad = "Cambridge"} @string{manning = "Manning"} @string{manning-ad = "New York"} @string{mcgraw = "McGraw-Hill"} @string{mcgraw-ad = "New York"} @string{methuen = "Methuen"} @string{methuen-ad = "London"} @string{minnesota = "University of Minnesota Press"} @string{minnesota-ad = "Minneapolis"} @string{mit = "MIT~Press"} @string{mit-ad = "Cambridge, MA"} @string{morgan = "Morgan Kaufmann"} @string{morgan-ad = "San Mateo, CA"} @string{mouton = "Mouton"} @string{mouton-ad = "The Hague and Paris"} @string{norton = "W. W. Norton"} @string{norton-ad = "New York"} @string{oklahoma = "University of Oklahoma Press"} @string{oklahoma-ad = "Norman, OK"} @string{opencourt = "Open Court"} @string{opencourt-ad = "La Salle, IL"} @string{ovum = "Ovum"} @string{ovum-ad = "London"} @string{oxford = "Oxford University Press"} @string{oxford-ad = "Oxford"} @string{parker = "Parker, Son and Bourn"} @string{parker-ad = "London"} @string{pearson = "Pearson"} @string{pearson-ad = "London"} @string{penguin = "Penguin Books"} @string{penguin-ad = "New York"} @string{pergamon = "Pergamon"} @string{pergamon-ad = "Oxford"} @string{perthes = "Sumtibus F. Perthes et I. H. Besser"} @string{perthes-ad = "Hamburg"} @string{pitman = "Pitman"} @string{pitman-ad = "London"} @string{pitman-morgan = "Pitman and Morgan Kaufmann"} @string{pitman-morgan-ad = "London and San Mateo, California"} @string{pittsburgh = "University of Pittsburgh Press"} @string{pittsburgh-ad = "Pittsburgh"} @string{plenum = "Plenum"} @string{plenum-ad = "New York"} @string{prentice = "Prentice-Hall"} @string{prentice-ad = "Upper Saddle River, NJ"} @string{princeton = "Princeton University Press"} @string{princeton-ad = "Princeton, New Jersey"} @string{reidel = "D.~Reidel"} @string{reidel-ad = "Dordrecht, Netherlands"} @string{routledge = "Routledge and Kegan Paul"} @string{routledge-ad = "London"} @string{rowman = "Rowman and Littlefield"} @string{rowman-ad = "Totowa, NJ"} @string{savreux = "Chez Charles Savreux"} @string{savreux-ad = "Paris"} @string{scribner = "Charles Scribner's Sons"} @string{scribner-ad = "New York"} @string{siam = "Society for Industrial and Applied Mathematics"} @string{siam-ad = "Philadelphia"} @string{simon = "Simon and Schuster"} @string{simon-ad = "New York"} @string{spartan = "Spartan"} @string{spartan-ad = "Chicago"} @string{springer = "Springer-Verlag"} @string{springer-ad = "Berlin"} @string{src = "Science Research Council of Great Britain"} @string{src-ad = "London"} @string{stanford = "Stanford University Press"} @string{stanford-ad = "Stanford, CA"} @string{teubner = "B. G.~Teubner"} @string{teubner-ad = "Leipzig"} @string{toronto = "University of Toronto Press"} @string{toronto-ad = "Toronto"} @string{van-nostrand = "Van~Nostrand Reinhold"} @string{van-nostrand-ad = "New York"} @string{wadsworth = "Wadsworth International Group"} @string{wadsworth-ad = "Belmont, CA"} @string{wiley = "Wiley"} @string{wiley-ad = "New York"} @string{williams = "Williams and Northgate"} @string{williams-ad = "London"} @string{world = "World Scientific"} @string{world-ad = "Singapore and Teaneck, NJ"} @string{yale = "Yale University Press"} @string{yale-ad = "New Haven, CT"} %[ORGANIZATIONS] @string{aaai = "American Association for Artificial Intelligence"} @string{aaai-ad = "Menlo Park, CA"} @string{acl = "Association for Computational Linguistics"} @string{acm = "Association for Computing Machinery"} @string{acm-ad = "New York"} @string{crdida = "Communications Research Division, Institute for Defense Analysis"} @string{crdida-ad = "Princeton, NJ"} @string{csli = "Center for the Study of Language and Information (CSLI)"} @string{csli-ad = "Stanford, CA"} @string{ieee = "IEEE"} @string{siam = "SIAM (Society for Industrial and Applied Mathematics)"} @string{siam-ad = "Philadelphia"} @string{sri = "SRI International"} @string{sri-ad = "Menlo Park, CA"} @string{stationery = "Her Majesty's Stationery Office"} @string{stationery-ad = "London"} %[SCHOOLS AND INSTITUTIONS] @string{browncs = "Computer Science Department, Brown University"} @string{browncs-ad = "Providence, RI"} @string{cmucs = "Computer Science Department, Carnegie-Mellon University"} @string{cmucs-ad = "Pittsburgh"} @string{idsia = "Istituo Dalle Molle di Studi sull'Intelligenza Artificiale"} @string{idsia-ad = "Lugano, Switzerland"} @string{necs = "College of Computer Science, Northeastern University"} @string{necs-ad = "Boston"} %[CONFERENCES] @string{aaaic-long = "Proc.\ AAAI Conference on Artificial Intelligence"} @string{aaaic = "AAAI"} @string{aips-long = "Proc.\ International Conference on AI Planning Systems"} @string{aips = "AIPS"} @string{aips92 = "AIPS-92"} @string{aamas-long = "Proc.\ International Conference on Autonomous Agents and Multi-agent Systems"} @string{aamas = "AAMAS"} @string{aamas08 = "AAMAS-08"} @string{aamas09 = "AAMAS-09"} @string{aamas18 = "AAMAS-18"} @string{cdc = "Proc.\ IEEE Conference on Decision and Control"} @string{cscsi92 = "Proc.\ Conference of the Canadian Society for Computational Studies of Intelligence"} @string{ieeeisic90 = "5th IEEE International Symposium on Intelligent Control"} @string{cade-long = "Proc.\ Conference on Automated Deduction"} @string{cade = "CADE"} @string{cogsci-long = "Proc.\ Annual Conference of the Cognitive Science Society"} @string{cogsci = "COGSCI"} @string{cogsci85 = "COGSCI-85"} @string{cogsci86 = "COGSCI-86"} @string{cogsci88 = "COGSCI-88"} @string{cogsci15 = "COGSCI-15"} @string{cogsci18 = "COGSCI-18"} @string{colt-long = "Proc.\ Annual ACM Workshop on Computational Learning Theory"} @string{colt = "COLT"} @string{cp-long = "Proc.\ International Conference on Principles and Practice of Constraint Programming"} @string{cp = "CP"} @string{cp95 = "CP-95"} @string{cp02 = "CP-02"} @string{ec-long = "Proc.\ ACM Conference on Electronic Commerce"} @string{ec = "EC"} @string{ec06 = "EC-06"} @string{ecai-long = "Proc.\ European Conference on Artificial Intelligence"} @string{ecai = "ECAI"} @string{ecai86 = "ECAI-86"} @string{ecai90 = "ECAI-90"} @string{ecai92 = "ECAI-92"} @string{ecai94 = "ECAI-94"} @string{ecai98 = "ECAI-98"} @string{ecai00 = "ECAI-00"} @string{ecai02 = "ECAI-02"} @string{ecai10 = "ECAI-10"} @string{ecml-long = "Proc.\ The European Conference on Machine Learning"} @string{ecml = "ECML"} @string{ecml93 = "ECML-93"} @string{ecml98 = "ECML-98"} @string{ecml06 = "ECML-06"} @string{ecml07 = "ECML-07"} @string{ecp-long = "Proc.\ European Conference on Planning"} @string{ecp = "ECP"} @string{ecp97 = "ECP-97"} @string{ecp99 = "ECP-99"} @string{ecp01 = "ECP-01"} @string{esann15 = "ISANN-15"} @string{fgcs-long = "Proc.\ International Conference on Fifth Generation Computer Systems"} @string{fgcs = "FGCS"} @string{fgcs84 = "FGCS-84"} @string{fgcs92 = "FGCS-92"} @string{focs-long = "Proc.\ Annual Symposium on Foundations of Computer Science"} @string{focs = "FOCS"} @string{focs76 = "FOCS-76"} @string{focs77 = "FOCS-77"} @string{focs79 = "FOCS-79"} @string{focs87 = "FOCS-87"} @string{focs89 = "FOCS-89"} @string{focs90 = "FOCS-90"} @string{focs91 = "FOCS-91"} @string{focs94 = "FOCS-94"} @string{focs99 = "FOCS-99"} @string{focs06 = "FOCS-06"} @string{gecco01 = "GECCO-01"} @string{gecco15 = "GECCO-15"} @string{hri13= "HRI-13"} @string{hri14= "HRI-14"} @string{hri15= "HRI-15"} @string{hri16= "HRI-16"} @string{hri17= "HRI-17"} @string{icaps-long = "Proc.\ International Conference on Automated Planning and Scheduling"} @string{icaps = "ICAPS"} @string{icaps92 = "ICAPS-92"} @string{icaps96 = "ICAPS-96"} @string{icaps98 = "ICAPS-98"} @string{icaps00 = "ICAPS-00"} @string{icaps02 = "ICAPS-02"} @string{icaps05 = "ICAPS-05"} @string{icaps06 = "ICAPS-06"} @string{icaps07 = "ICAPS-07"} @string{icaps08 = "ICAPS-08"} @string{icaps09 = "ICAPS-09"} @string{icaps10 = "ICAPS-10"} @string{icaps11 = "ICAPS-11"} @string{icaps12 = "ICAPS-12"} @string{icaps13 = "ICAPS-13"} @string{icaps14 = "ICAPS-14"} @string{icaps15 = "ICAPS-15"} @string{icaps16 = "ICAPS-16"} @string{icaps17 = "ICAPS-17"} @string{icassp-long = "Proc.\ International Conference on Acoustics, Speech, and Signal Processing"} @string{icassp = "ICASSP"} @string{icassp95 = "ICASSP-95"} @string{icassp97 = "ICASSP-97"} @string{icassp99 = "ICASSP-99"} @string{icassp00 = "ICASSP-00"} @string{iclp-long = "Proc.\ International Conference on Logic Programming"} @string{iclp = "ICLP"} @string{iclp86 = "ICLP-86"} @string{iclp88 = "ICLP-88"} @string{iclp90 = "ICLP-90"} @string{iclp93 = "ICLP-93"} @string{iclp95 = "ICLP-95"} @string{iclp99 = "ICLP-99"} @string{iclr-long = "Proc.\ International Conference on Learning Representations"} @string{iclr = "ICLR"} @string{iclr15 = "ICLR-15"} @string{iclr16 = "ICLR-16"} @string{iclr17 = "ICLR-17"} @string{iclr18 = "ICLR-18"} @string{iclr19 = "ICLR-19"} @string{icml-long = "Proc.\ International Conference on Machine Learning"} @string{icml = "ICML"} @string{icml88 = "ICML-88"} @string{icml91 = "ICML-91"} @string{icml94 = "ICML-94"} @string{icml01 = "ICML-01"} @string{icml04 = "ICML-04"} @string{icml06 = "ICML-06"} @string{icml08 = "ICML-08"} @string{icml09 = "ICML-09"} @string{icml10 = "ICML-10"} @string{icml11 = "ICML-11"} @string{icml12 = "ICML-12"} @string{icml13 = "ICML-13"} @string{icml14 = "ICML-14"} @string{icml15 = "ICML-15"} @string{icml16 = "ICML-16"} @string{icml17 = "ICML-17"} @string{icml18 = "ICML-18"} @string{icml19 = "ICML-19"} @string{icpr-long = "Proc.\ International Conference on Pattern Recognition"} @string{icpr = "ICPR"} @string{icpr94 = "ICPR-94"} @string{icpr06 = "ICPR-06"} @string{icra-long = "Proc.\ IEEE International Conference on Robotics and Automation"} @string{icra = "ICRA"} @string{icra85 = "ICRA-85"} @string{icra87 = "ICRA-87"} @string{icra89 = "ICRA-89"} @string{icra92 = "ICRA-92"} @string{icra93 = "ICRA-93"} @string{icra96 = "ICRA-96"} @string{icra00 = "ICRA-00"} @string{icra01 = "ICRA-01"} @string{icra04 = "ICRA-04"} @string{icra05 = "ICRA-05"} @string{icra07 = "ICRA-07"} @string{icra08 = "ICRA-08"} @string{icra09 = "ICRA-09"} @string{icra10 = "ICRA-10"} @string{icra11 = "ICRA-11"} @string{icra12 = "ICRA-12"} @string{icra13 = "ICRA-13"} @string{icra14 = "ICRA-14"} @string{icra15 = "ICRA-15"} @string{icra16 = "ICRA-16"} @string{icra17 = "ICRA-17"} @string{icra18 = "ICRA-18"} @string{icra19 = "ICRA-19"} @string{iros04 = "IROS-04"} @string{iros09 = "IROS-09"} @string{iros15 = "IROS-15"} @string{coling-long = "Proc.\ International Conference on Computational Linguistics"} @string{coling = "COLING"} @string{coling88 = "COLING-88"} @string{coling90 = "COLING-90"} @string{coling92 = "COLING-92"} @string{coling94 = "COLING-94"} @string{coling96 = "COLING-96"} @string{coling00 = "COLING-00"} @string{coling02 = "COLING-02"} @string{coling04 = "COLING-04"} @string{coling06 = "COLING-06"} @string{coling08 = "COLING-08"} @string{coling19 = "COLING-19"} @string{icslp-long = "Proc.\ International Conference on Speech and Language Processing"} @string{icslp = "ICSLP"} @string{icslp98 = "ICSLP-98"} @string{icslp00 = "ICSLP-00"} @string{ijcai-long = "Proc.\ International Joint Conference on Artificial Intelligence"} @string{ijcai = "IJCAI"} @string{ijcar = "Proc.\ International Joint Conference on Automated Reasoning"} @string{ijcnn-long = "Proc.\ International Joint Conference on Neural Networks"} @string{ijcnn = "IJCNN"} @string{ijcnn90 = "IJCNN-90"} @string{ijcnn11 = "IJCNN-11"} @string{ijcnn15 = "IJCNN-15"} @string{ilp-long = "Proc.\ International Workshop on Inductive Logic Programming"} @string{ilp = "ILP"} @string{ilp94 = "ILP-94"} @string{ilp00 = "ILP-00"} @string{ilp01 = "ILP-01"} @string{ismis-long = "Proc.\ International Symposium on Methodologies for Intelligent Systems"} @string{ismis = "ISMIS"} @string{ismis91 = "ISMIS-91"} @string{ismis00 = "ISMIS-00"} @string{ismis08 = "ISMIS-08"} @string{isrr-long = "Proc.\ International Symposium on Robotics Research"} @string{isrr = "ISRR"} @string{isrr89 = "ISRR-89"} @string{kdd-long = "Proc.\ International Conference on Knowledge Discovery and Data Mining"} @string{kdd = "KDD"} @string{kdd95 = "KDD-95"} @string{kdd13 = "KDD-13"} @string{kdd14 = "KDD-14"} @string{kdd16 = "KDD-16"} @string{kr-long = "Proc.\ International Conference on Principles of Knowledge Representation and Reasoning"} @string{kr = "KR"} @string{kr89 = "KR-89"} @string{kr91 = "KR-91"} @string{kr92 = "KR-92"} @string{kr94 = "KR-94"} @string{kr96 = "KR-96"} @string{kr98 = "KR-98"} @string{lics-long = "Proc.\ IEEE Symposium on Logic in Computer Science"} @string{lics = "LICS"} @string{lics87 = "LICS-87"} @string{lics90 = "LICS-90"} @string{nips-long = "Advances in Neural Information Processing Systems"} @string{nips = "NeurIPS"} @string{pods-long = "Proc.\ ACM International Symposium on Principles of Database Systems"} @string{pods = "PODS"} @string{pods86 = "PODS-86"} @string{pods89 = "PODS-89"} @string{pods98 = "PODS-98"} @string{pods99 = "PODS-99"} @string{sigir-long = "Proc.\ Special Interest Group on Information Retrieval"} @string{sigir = "SIGIR"} @string{sigir93 = "SIGIR-93"} @string{sigir96 = "SIGIR-96"} @string{sigir98 = "SIGIR-98"} @string{sigir01 = "SIGIR-01"} @string{sigir02 = "SIGIR-02"} @string{sigir03 = "SIGIR-03"} @string{sigmod-long = "Proc.\ ACM SIGMOD International Conference on Management of Data"} @string{sigmod = "SIGMOD"} @string{sigmod06 = "SIGMOD-06"} @string{soda-long = "Proc.\ Annual ACM--SIAM Symposium on Discrete Algorithms"} @string{soda = "SODA"} @string{soda00 = "SODA-00"} @string{soda04 = "SODA-04"} @string{stoc-long = "Proc.\ Annual ACM Symposium on Theory of Computing"} @string{stoc = "STOC"} @string{stoc71 = "STOC-71"} @string{stoc77 = "STOC-77"} @string{stoc88 = "STOC-88"} @string{stoc89 = "STOC-89"} @string{stoc94 = "STOC-94"} @string{tark-long = "Proc.\ Conference on Theoretical Aspects of Reasoning about Knowledge"} @string{tark = "TARK"} @string{tark86 = "TARK-86"} @string{tark88 = "TARK-88"} @string{uai-long = "Proc.\ Conference on Uncertainty in Artificial Intelligence"} @string{uai = "UAI"} @string{aaai80-long2 = "Proc.\ First Annual National Conference on Artificial Intelligence"} @string{aaai80 = "AAAI-80"} @string{aaai80-ad = "Stanford, California"} @string{aaai80-pub = "AAAI"} @string{aaai80-mon = aug} @string{aaai82-long2 = "Proc.\ National Conference on Artificial Intelligence"} @string{aaai82 = "AAAI-82"} @string{aaai82-ad = "Pittsburgh, Pennsylvania"} @string{aaai82-pub = morgan} @string{aaai82-mon = aug} @string{aaai83-long2 = "Proc.\ National Conference on Artificial Intelligence"} @string{aaai83 = "AAAI-83"} @string{aaai83-ad = "Washington, DC"} @string{aaai83-pub = morgan} @string{aaai83-mon = aug} @string{aaai84-long2 = "Proc.\ National Conference on Artificial Intelligence"} @string{aaai84 = "AAAI-84"} @string{aaai84-ad = "Austin, Texas"} @string{aaai84-pub = morgan} @string{aaai84-mon = jul} @string{aaai86-long2 = "Proc.\ Fifth National Conference on Artificial Intelligence"} @string{aaai86 = "AAAI-86"} @string{aaai86-ad = "Philadelphia"} @string{aaai86-pub = morgan} @string{aaai86-mon = aug} @string{aaai87-long2 = "Proc.\ Sixth National Conference on Artificial Intelligence"} @string{aaai87 = "AAAI-87"} @string{aaai87-ad = "Seattle"} @string{aaai87-pub = morgan} @string{aaai87-mon = jul} @string{aaai88-long2 = "Proc.\ Seventh National Conference on Artificial Intelligence"} @string{aaai88 = "AAAI-88"} @string{aaai88-ad = "St.~Paul, Minnesota"} @string{aaai88-pub = morgan} @string{aaai88-mon = "21--26 August"} @string{aaai90-long2 = "Proc.\ Eighth National Conference on Artificial Intelligence"} 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Artificial Intelligence"} @string{aaai96 = "AAAI-96"} @string{aaai96-ad = "Portland, Oregon"} @string{aaai96-pub = aaaip} @string{aaai96-mon = aug} @string{aaai97-long2 = "Proc.\ Fourteenth National Conference on Artificial Intelligence"} @string{aaai97 = "AAAI-97"} @string{aaai97-ad = "Providence, Rhode Island"} @string{aaai97-pub = aaaip} @string{aaai97-mon = aug} @string{aaai98-long2 = "Proc.\ Fifteenth National Conference on Artificial Intelligence"} @string{aaai98 = "AAAI-98"} @string{aaai98-ad = "Madison, Wisconsin"} @string{aaai98-pub = aaaip} @string{aaai98-mon = jul} @string{aaai99-long2 = "Proc.\ Sixteenth National Conference on Artificial Intelligence"} @string{aaai99 = "AAAI-99"} @string{aaai99-ad = "Orlando, Florida"} @string{aaai99-pub = aaaip} @string{aaai99-mon = jul} @string{aaai00-long2 = "Proc.\ Seventeenth National Conference on Artificial Intelligence"} @string{aaai00 = "AAAI-00"} @string{aaai00-ad = "Austin, Texas"} @string{aaai00-pub = aaaip} @string{aaai00-mon = jul} @string{aaai02-long2 = "Proc.\ Eighteenth National Conference on Artificial Intelligence"} @string{aaai02 = "AAAI-02"} @string{aaai02-ad = "Edmonton, Alberta"} @string{aaai02-pub = aaaip} @string{aaai02-mon = jul} @string{aaai04-long2 = "Proc.\ Nineteenth National Conference on Artificial Intelligence"} @string{aaai04 = "AAAI-04"} @string{aaai04-ad = "San Jose, California"} @string{aaai04-pub = aaaip} @string{aaai04-mon = jul} @string{aaai05-long2 = "Proc.\ Twentieth National Conference on Artificial Intelligence"} @string{aaai05 = "AAAI-05"} @string{aaai05-ad = "Pittsburgh, Pennsylvania"} @string{aaai05-pub = aaaip} @string{aaai05-mon = jul} @string{aaai06-long2 = "Proc.\ Twenty-First National Conference on Artificial Intelligence"} @string{aaai06 = "AAAI-06"} @string{aaai06-ad = "Boston"} @string{aaai06-pub = aaaip} @string{aaai06-mon = jul} @string{aaai07-long2 = "Proc.\ Twenty-Second Conference on Artificial Intelligence"} @string{aaai07 = "AAAI-07"} @string{aaai07-ad = "Vancouver"} @string{aaai07-pub = aaaip} @string{aaai07-mon = jul} @string{aaai08-long2 = "Proc.\ Twenty-Third Conference on Artificial Intelligence"} @string{aaai08 = "AAAI-08"} @string{aaai08-ad = "Chicago"} @string{aaai08-pub = aaaip} @string{aaai08-mon = jul} @string{aaai11 = "AAAI-11"} @string{aaai14-long2 = "Proc.\ Twenty-Eighth Conference on Artificial Intelligence"} @string{aaai14 = "AAAI-14"} @string{aaai14-ad = "Qu{\'{e}}bec City"} @string{aaai14-pub = aaaip} @string{aaai14-mon = jul} @string{aaai15-long2 = "Proc.\ Twenty-Ninth Conference on Artificial Intelligence"} @string{aaai15 = "AAAI-15"} @string{aaai15-ad = "Austin"} @string{aaai15-pub = aaaip} @string{aaai15-mon = jan} @string{aaai16 = "AAAI-16"} @string{aaai17-long2 = "Proc.\ Thirty-First Conference on Artificial Intelligence"} @string{aaai17 = "AAAI-17"} @string{aaai17-ad = "San Francisco"} @string{aaai17-pub = aaaip} @string{aaai17-mon = feb} @string{acl83-long = "21st Annual Meeting of the Association for 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Conference on Artificial Intelligence Planning Systems (AIPS-94)"} @string{aips94-ad = "Chicago"} @string{aips94-pub = aaaip} @string{aips96 = "AIPS-96"} @string{aips96-long2 = "Proc.\ 3rd International Conference on Artificial Intelligence Planning Systems (AIPS-96)"} @string{aips96-ad = "Edinburgh, Scotland"} @string{aips96-pub = aaaip} @string{aips98 = "AIPS-98"} @string{aips98-long2 = "Proc.\ 4th International Conference on Artificial Intelligence Planning Systems (AIPS-98)"} @string{aips98-ad = "Pittsburgh, Pennsylvania"} @string{aips98-pub = aaaip} @string{aips00 = "AIPS-00"} @string{aips00-long2 = "Proc.\ 5th International Conference on Artificial Intelligence Planning Systems (AIPS-00)"} @string{aips00-ad = "Breckenridge, Colorado"} @string{aips00-pub = aaaip} @string{aips02 = "AIPS-02"} @string{aips02-long2 = "Proc.\ 6th International Conference on Artificial Intelligence Planning Systems (AIPS-02)"} @string{aips02-ad = "Toulouse, France"} @string{aips02-pub = aaaip} @string{aistats96 = "AISTATS-96"} @string{aistats98 = "AISTATS-98"} @string{aistats01 = "AISTATS-01"} @string{aistats02 = "AISTATS-02"} @string{aistats04 = "AISTATS-04"} @string{aistats05 = "AISTATS-05"} @string{aistats07 = "AISTATS-07"} @string{aistats08 = "AISTATS-08"} @string{aistats09 = "AISTATS-09"} @string{aistats10 = "AISTATS-10"} @string{aistats11 = "AISTATS-11"} @string{aistats12 = "AISTATS-12"} @string{aistats13 = "AISTATS-13"} @string{aistats14 = "AISTATS-14"} @string{aistats15 = "AISTATS-15"} @string{aistats16 = "AISTATS-16"} @string{aistats17 = "AISTATS-17"} @string{aistats18 = "AISTATS-18"} @string{aistats19 = "AISTATS-19"} @string{cade6 = "Proc.\ Sixth Conference on Automated Deduction (CADE-6)"} @string{cade6-ad = "New York"} @string{cade6-pub = springer} @string{cade6-mon = "June~7--9"} @string{cade9 = "Proc.\ Ninth International Conference on Automated Deduction (CADE-9)"} @string{cade9-ad = "Argonne, Illinois"} @string{cade9-pub = springer} @string{cade9-mon = may} @string{cade9-ed = "Lusk, Ewing and Overbeek, Ross"} @string{cade11 = "Proc.\ Eleventh International Conference on Automated Deduction (CADE-11)"} @string{cade11-ed = "Kapur, D."} @string{cade11-pub = springer} @string{cade11-mon = jun} @string{cade11-ad = "Saratoga Springs, New York"} @string{colt92-long2 = "Proc.\ Fifth Annual ACM Workshop on Computational Learning Theory"} @string{colt92 = "COLT-92"} @string{colt92-org = acm} @string{colt92-pub = acmp} @string{colt92-ad = "Pittsburgh, Pennsylvania"} @string{colt92-mon = jul} @string{colt95-long2 = "Proc.\ Eighth Annual Conference on Computational Learning Theory"} @string{colt95 = "COLT-95"} @string{colt95-org = acm} @string{colt95-pub = acmp} @string{colt95-ad = "Santa Cruz, California"} @string{colt95-mon = jul} @string{colt98-long2 = "Proc.\ Eleventh Annual ACM Workshop on Computational Learning Theory"} @string{colt98 = "COLT-98"} @string{colt98-org = acm} @string{colt98-pub = acmp} @string{colt98-ad = "Madison, Wisconsin"} @string{colt98-mon = jul} @string{cvpr-long = "Proc.~IEEE Conf.~on Comp. Vision Patt. Recog."} @string{cvpr-long = "Proc.\ IEEE Conference on Computer Vision and Pattern Recognition"} @string{cvpr = "CVPR"} @string{cvpr83 = "CVPR-83"} @string{cvpr96 = "CVPR-96"} @string{cvpr05 = "CVPR-05"} @string{cvpr09 = "CVPR-09"} @string{cvpr15 = "CVPR-15"} @string{cvpr16 = "CVPR-16"} @string{cvpr17 = "CVPR-17"} @string{cvpr18 = "CVPR-18"} @string{cvpr19 = "CVPR-19"} @string{eccv-long = "Proc.\ European Conference on Computer Vision"} @string{eccv = "ECCV"} @string{eccv96 = "ECCV-96"} @string{eccv12 = "ECCV-12"} @string{eccv18 = "ECCV-18"} @string{iccv-long = "Proc.\ International Conference on Computer Vision"} @string{iccv = "ICCV"} @string{iccv93 = "ICCV-93"} @string{iccv95 = "ICCV-95"} @string{iccv99 = "ICCV-99"} @string{iccv07 = "ICCV-07"} @string{iccv09 = "ICCV-09"} @string{iccv17 = "ICCV-17"} @string{ijcai69-long2 = "Proc.\ First International Joint Conference on Artificial Intelligence"} @string{ijcai69 = "IJCAI-69"} @string{ijcai69-ad = "Washington, DC"} @string{ijcai69-pub = "IJCAII"} @string{ijcai69-mon = aug} @string{ijcai71-long2 = "Proc.\ Second International Joint Conference on Artificial Intelligence"} @string{ijcai71 = "IJCAI-71"} @string{ijcai71-ad = "London"} @string{ijcai71-pub = "IJCAII"} @string{ijcai71-mon = aug} @string{ijcai73-long2 = "Proc.\ Third International Joint Conference on Artificial Intelligence"} @string{ijcai73 = "IJCAI-73"} @string{ijcai73-ad = "Stanford, California"} @string{ijcai73-pub = "IJCAII"} @string{ijcai73-mon = aug} @string{ijcai75-long2 = "Proc.\ Fourth International Joint Conference on Artificial Intelligence"} @string{ijcai75 = "IJCAI-75"} @string{ijcai75-ad = "Tbilisi, Georgia"} @string{ijcai75-pub = "IJCAII"} @string{ijcai75-mon = aug} @string{ijcai77-long2 = "Proc.\ Fifth International Joint Conference on Artificial Intelligence"} @string{ijcai77 = "IJCAI-77"} @string{ijcai77-ad = "Cambridge, Massachusetts"} @string{ijcai77-pub = "IJCAII"} @string{ijcai77-mon = aug} @string{ijcai79-long2 = "Proc.\ Sixth International Joint Conference on Artificial Intelligence"} @string{ijcai79 = "IJCAI-79"} @string{ijcai79-ad = "Tokyo"} @string{ijcai79-pub = "IJCAII"} @string{ijcai79-mon = aug} @string{ijcai81-long2 = "Proc.\ Seventh International Joint Conference on Artificial Intelligence"} @string{ijcai81 = "IJCAI-81"} @string{ijcai81-ad = "Vancouver, British Columbia"} @string{ijcai81-pub = morgan} @string{ijcai81-mon = aug} @string{ijcai83-long2 = "Proc.\ Eighth International Joint Conference on Artificial Intelligence"} @string{ijcai83 = "IJCAI-83"} @string{ijcai83-ad = "Karlsruhe, Germany"} @string{ijcai83-pub = morgan} @string{ijcai83-mon = aug} @string{ijcai85-long2 = "Proc.\ Ninth International Joint Conference on Artificial Intelligence"} @string{ijcai85 = "IJCAI-85"} @string{ijcai85-ad = "Los Angeles"} @string{ijcai85-pub = morgan} @string{ijcai85-mon = aug} @string{ijcai87-long2 = "Proc.\ Tenth International Joint Conference on Artificial Intelligence"} @string{ijcai87 = "IJCAI-87"} @string{ijcai87-ad = "Milan"} @string{ijcai87-pub = morgan} @string{ijcai87-mon = aug} @string{ijcai89-long2 = "Proc.\ Eleventh International Joint Conference on Artificial Intelligence"} @string{ijcai89 = "IJCAI-89"} @string{ijcai89-ad = "Detroit"} @string{ijcai89-pub = morgan} @string{ijcai89-mon = aug} @string{ijcai91-long2 = "Proc.\ Twelfth International Joint Conference on Artificial Intelligence"} @string{ijcai91 = "IJCAI-91"} @string{ijcai91-ad = "Sydney"} @string{ijcai91-pub = morgan} @string{ijcai91-mon = aug} @string{ijcai93-long2 = "Proc.\ Thirteenth International Joint Conference on Artificial Intelligence"} @string{ijcai93 = "IJCAI-93"} @string{ijcai93-ad = "Chambery, France"} @string{ijcai93-pub = morgan} @string{ijcai93-mon = aug} @string{ijcai95-long2 = "Proc.\ Fourteenth International Joint Conference on Artificial Intelligence"} @string{ijcai95 = "IJCAI-95"} @string{ijcai95-ad = "Montreal"} @string{ijcai95-pub = morgan} @string{ijcai95-mon = aug} @string{ijcai97-long2 = "Proc.\ Fifteenth International Joint Conference on Artificial Intelligence"} @string{ijcai97 = "IJCAI-97"} @string{ijcai97-ad = "Nagoya, Japan"} @string{ijcai97-pub = morgan} @string{ijcai97-mon = aug} @string{ijcai99-long2 = "Proc.\ Sixteenth International Joint Conference on Artificial Intelligence"} @string{ijcai99 = "IJCAI-99"} @string{ijcai99-ad = "Stockholm"} @string{ijcai99-pub = morgan} @string{ijcai99-mon = aug} @string{ijcai01-long2 = "Proc.\ Seventeenth International Joint Conference on Artificial Intelligence"} @string{ijcai01 = "IJCAI-01"} @string{ijcai01-ad = "Seattle"} @string{ijcai01-pub = morgan} @string{ijcai01-mon = aug} @string{ijcai03-long2 = "Proc.\ Eighteenth International Joint Conference on Artificial Intelligence"} @string{ijcai03 = "IJCAI-03"} @string{ijcai03-ad = "Acapulco, Mexico"} @string{ijcai03-pub = morgan} @string{ijcai03-mon = aug} @string{ijcai05-long2 = "Proc.\ Nineteenth International Joint Conference on Artificial Intelligence"} @string{ijcai05 = "IJCAI-05"} @string{ijcai05-ad = "Edinburgh"} @string{ijcai05-pub = "IJCAII"} @string{ijcai05-mon = aug} @string{ijcai07-long2 = "Proc.\ Twentieth International Joint Conference on Artificial Intelligence"} @string{ijcai07 = "IJCAI-07"} @string{ijcai07-ad = "Hyderabad"} @string{ijcai07-pub = "IJCAII"} @string{ijcai07-mon = jan} @string{ijcai09-long2 = "Proc.\ Twenty-first International Joint Conference on Artificial Intelligence"} @string{ijcai09 = "IJCAI-09"} @string{ijcai09-ad = "Pasadena"} @string{ijcai09-pub = "IJCAII"} @string{ijcai09-mon = jul} @string{ijcai16-long2 = "Proc.\ Twenty-fifth International Joint Conference on Artificial Intelligence"} @string{ijcai16 = "IJCAI-16"} @string{ijcai16-ad = "New York"} @string{ijcai16-pub = "IJCAII"} @string{ijcai16-mon = jul} @string{ijcai17-long2 = "Proc.\ Twenty-sixth International Joint Conference on Artificial Intelligence"} @string{ijcai17 = "IJCAI-17"} @string{ijcai17-ad = "Melbourne"} @string{ijcai17-pub = "IJCAII"} @string{ijcai17-mon = aug} @string{icml89 = "ICML-89"} @string{icml89-long2 = "Proc.\ Sixth International Machine Learning Workshop"} @string{icml89-ad = "Ithaca, NY"} @string{icml89-pub = morgan} @string{icml89-mon = jul} @string{icml90 = "ICML-90"} @string{icml90-long2 = "Machine Learning: Proc.\ Seventh International Conference"} @string{icml90-ad = "Austin, Texas"} @string{icml90-pub = morgan} @string{icml90-mon = jun} @string{icml92 = "ICML-92"} @string{icml92-long2 = "Proc.\ Ninth International Conference on Machine Learning"} @string{icml92-ad = "Aberdeen"} @string{icml92-pub = morgan} @string{icml92-mon = jul} @string{icml93 = "ICML-93"} @string{icml93-long2 = "Proc.\ Tenth International Conference on Machine Learning"} @string{icml93-ad = "Amherst, Massachusetts"} @string{icml93-pub = morgan} @string{icml93-mon = jul} @string{icml95 = "ICML-95"} @string{icml95-long2 = "Proc.\ Twelfth International Conference on Machine Learning"} @string{icml95-ad = "Tahoe City, CA"} 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Machine Learning"} @string{icml00-ad = "Stanford, California"} @string{icml00-pub = morgan} @string{icml00-mon = jul} @string{icml02 = "ICML-02"} @string{icml02-long2 = "Proc.\ Nineteenth International Conference on Machine Learning"} @string{icml02-ad = "Sydney"} @string{icml02-pub = morgan} @string{icml02-mon = jul} @string{icml03 = "ICML-03"} @string{icml03-long2 = "Proc.\ Twentieth International Conference on Machine Learning"} @string{icml03-ad = "Washington, DC"} @string{icml03-pub = aaaip} @string{icml03-mon = aug} @string{icml04 = "ICML-04"} @string{icml04-long2 = "Proc.\ Twenty-First International Conference on Machine Learning"} @string{icml04-ad = "Banff"} @string{icml04-pub = aaaip} @string{icml04-mon = jul} @string{icml05 = "ICML-05"} @string{icml06 = "ICML-06"} @string{icml07 = "ICML-07"} @string{icml07-long2 = "Proc.\ Twenty-Fourth International Conference on Machine Learning"} @string{icml07-ad = "Corvallis, Oregon"} @string{icml07-pub = acmp} @string{icml07-mon = aug} @string{icml08 = "ICML-08"} @string{icml09 = "ICML-09"} @string{icml10 = "ICML-10"} @string{icml11 = "ICML-11"} @string{icml12 = "ICML-12"} @string{icml13 = "ICML-13"} @string{icml14 = "ICML-14"} @string{icml15 = "ICML-15"} @string{uai85 = "UAI 1"} @string{uai86 = "UAI 2"} @string{uai87 = "UAI 3"} @string{uai88 = "UAI 4"} @string{uai89 = "UAI 5"} @string{uai90 = "UAI-90"} @string{uai91-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Seventh Conference"} @string{uai91 = "UAI-91"} @string{uai91-ad = "Los Angeles, California"} @string{uai91-pub = morgan} @string{uai91-mon = jul} @string{uai92-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Eighth Conference"} @string{uai92 = "UAI-92"} @string{uai92-ad = "Stanford, California"} @string{uai92-pub = morgan} @string{uai92-mon = jul} @string{uai93-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Ninth Conference"} @string{uai93 = "UAI-93"} @string{uai93-ad = "Washington, DC"} @string{uai93-pub = morgan} @string{uai93-mon = jul} @string{uai94-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Tenth Conference"} @string{uai94 = "UAI-94"} @string{uai94-ad = "Seattle, Washington"} @string{uai94-pub = morgan} @string{uai94-mon = jul} @string{uai95-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Eleventh Conference"} @string{uai95 = "UAI-95"} @string{uai95-ad = "Montreal, Canada"} @string{uai95-pub = morgan} @string{uai95-mon = aug} @string{uai96-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Twelfth Conference"} @string{uai96 = "UAI-96"} @string{uai96-ad = "Portland, Oregon"} @string{uai96-pub = morgan} @string{uai96-mon = aug} @string{uai97-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Thirteenth Conference"} @string{uai97 = "UAI-97"} @string{uai97-ad = "Providence, Rhode Island"} @string{uai97-pub = morgan} @string{uai97-mon = aug} @string{uai98-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Fourteenth Conference"} @string{uai98 = "UAI-98"} @string{uai98-ad = "Madison, Wisconsin"} @string{uai98-pub = morgan} @string{uai98-mon = jul} @string{uai99-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Fifteenth Conference"} @string{uai99 = "UAI-99"} @string{uai99-ad = "Stockholm"} @string{uai99-pub = morgan} @string{uai99-mon = aug} @string{uai00-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Sixteenth Conference"} @string{uai00 = "UAI-00"} @string{uai00-ad = "Stanford, California"} @string{uai00-pub = morgan} @string{uai00-mon = jul} @string{uai01-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Seventeenth Conference"} @string{uai01 = "UAI-01"} @string{uai01-ad = "Seattle, Washington"} @string{uai01-pub = morgan} @string{uai01-mon = aug} @string{uai02-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Eighteenth Conference"} @string{uai02 = "UAI-02"} @string{uai02-ad = "Edmonton, Alberta"} @string{uai02-pub = morgan} @string{uai02-mon = aug} @string{uai03-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Nineteenth Conference"} @string{uai03 = "UAI-03"} @string{uai03-ad = "Acapulco, Mexico"} @string{uai03-pub = morgan} @string{uai03-mon = aug} @string{uai05-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Nineteenth Conference"} @string{uai05 = "UAI-05"} @string{uai05-ad = "Edinburgh"} @string{uai05-pub = "AUAI Press"} @string{uai05-mon = jul} @string{uai06-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Twenty-Second Conference"} @string{uai06 = "UAI-06"} @string{uai06-ad = "Cambridge, Massachusetts"} @string{uai06-pub = "AUAI Press"} @string{uai06-mon = jul} @string{uai08-long2 = "Uncertainty in Artificial Intelligence: Proc.\ Twenty-Fourth Conference"} @string{uai08 = "UAI-08"} @string{uai08-ad = "Helsinki"} @string{uai08-pub = "AUAI Press"} @string{uai08-mon = jul} @string{uai09 = "UAI-09"} @string{uai10 = "UAI-10"} @string{uai11 = "UAI-11"} @string{uai12 = "UAI-12"} @string{uai13 = "UAI-13"} @string{uai14 = "UAI-14"} @string{uai15 = "UAI-15"} @string{uai16 = "UAI-16"} @string{uai17 = "UAI-17"} @string{uai18 = "UAI-18"} @string{uai19 = "UAI-19"} @string{nips2 = "NeurIPS 2"} @string{nips4 = "NeurIPS 4"} @string{nips5-long2 = "Advances in Neural Information Processing Systems 5"} @string{nips5 = "NeurIPS 5"} @string{nips6-long2 = "Advances in Neural Information Processing Systems 6"} @string{nips6 = "NeurIPS 6"} @string{nips7-long2 = "Advances in Neural Information Processing Systems 7"} @string{nips7 = "NeurIPS 7"} @string{nips8-long2 = "Advances in Neural Information Processing Systems 8"} @string{nips8 = "NeurIPS 8"} @string{nips9-long2 = "Advances in Neural Information Processing Systems 9"} @string{nips9 = "NeurIPS 9"} @string{nips10-long2 = "Advances in Neural Information Processing Systems 10"} @string{nips10 = "NeurIPS 10"} @string{nips11-long2 = "Advances in Neural Information Processing Systems 11"} @string{nips11 = "NeurIPS 11"} @string{nips12-long2 = "Advances in Neural Information Processing Systems 12"} @string{nips12 = "NeurIPS 12"} @string{nips13-long2 = "Advances in Neural Information Processing Systems 13"} @string{nips13 = "NeurIPS 13"} @string{nips14-long2 = "Advances in Neural Information Processing Systems 14"} @string{nips14 = "NeurIPS 14"} @string{nips15-long2 = "Advances in Neural Information Processing Systems 15"} @string{nips15 = "NeurIPS 15"} @string{nips16-long2 = "Advances in Neural Information Processing Systems 16"} @string{nips16 = "NeurIPS 16"} @string{nips17-long2 = "Advances in Neural Information Processing Systems 17"} @string{nips17 = "NeurIPS 17"} @string{nips19-long2 = "Advances in Neural Information Processing Systems 19"} @string{nips19 = "NeurIPS 19"} @string{nips20-long2 = "Advances in Neural Information Processing Systems 20"} @string{nips20 = "NeurIPS 20"} @string{nips21-long2 = "Advances in Neural Information Processing Systems 21"} @string{nips21 = "NeurIPS 21"} @string{nips22 = "NeurIPS 22"} @string{nips23 = "NeurIPS 23"} @string{nips24 = "NeurIPS 24"} @string{nips25 = "NeurIPS 25"} @string{nips26 = "NeurIPS 26"} @string{nips27 = "NeurIPS 27"} @string{nips28 = "NeurIPS 28"} @string{nips29 = "NeurIPS 29"} @string{nips30 = "NeurIPS 30"} @string{nips31 = "NeurIPS 31"} @string{nips32 = "NeurIPS 32"} @string{nips33 = "NeurIPS 33"} %[ANTHOLOGIES] @string{ct = "Computers and Thought"} @string{ct-ed = "Feigenbaum, Edward A. and Feldman, Julian"} @string{ct-pub = mcgraw} @string{ct-ad = mcgraw-ad} @string{ftcw = "Formal Theories of the Commonsense World"} @string{ftcw-ed = "Hobbs, J. R. and Moore, Robert C."} @string{ftcw-pub = ablex} @string{ftcw-ad = ablex-ad} @string{mi1 = "Machine Intelligence~1"} @string{mi1-ed = "Collins, N. L. and Michie, Donald"} @string{mi1-pub = elsevier} @string{mi1-ad = elsevier-ad} @string{mi2 = "Machine Intelligence~2"} @string{mi2-ed = "Dale, Ella and Michie, Donald"} @string{mi2-pub = elsevier} @string{mi2-ad = elsevier-ad} @string{mi3 = "Machine Intelligence~3"} @string{mi3-ed = "Michie, Donald"} @string{mi3-pub = elsevier} @string{mi3-ad = elsevier-ad} @string{mi4 = "Machine Intelligence~4"} @string{mi4-ed = "Meltzer, Bernard and Michie, Donald and Swann, Michael"} @string{mi4-pub = edinburgh} @string{mi4-ad = edinburgh-ad} @string{mi5 = "Machine Intelligence~5"} @string{mi5-ed = "Meltzer, Bernard and Michie, Donald"} @string{mi5-pub = elsevier} @string{mi5-ad = elsevier-ad} @string{mi6 = "Machine Intelligence~6"} @string{mi6-ed = "Meltzer, Bernard and Michie, Donald"} @string{mi6-pub = edinburgh} @string{mi6-ad = edinburgh-ad} @string{mi7 = "Machine Intelligence~7"} @string{mi7-ed = "Meltzer, Bernard and Michie, Donald"} @string{mi7-pub = edinburgh} @string{mi7-ad = edinburgh-ad} @string{mi8 = "Machine Intelligence~8"} @string{mi8-ed = "Elcock, E. W. and Michie, Donald"} @string{mi8-pub = ellis} @string{mi8-ad = ellis-ad} @string{mi9 = "Machine Intelligence~9"} @string{mi9-ed = "Hayes, J. E. and Michie, Donald and Mikulich, L. I."} @string{mi9-pub = ellis} @string{mi9-ad = ellis-ad} @string{mi10 = "Machine Intelligence~10"} @string{mi10-ed = "Hayes, J. E. and Michie, Donald and Pao, Y.-H."} @string{mi10-pub = ellis} @string{mi10-ad = ellis-ad} @string{mi11 = "Machine Intelligence~11"} @string{mi11-ed = "Hayes, J. E. and Michie, Donald and Richards, J."} @string{mi11-pub = oxford} @string{mi11-ad = oxford-ad} @string{mi12 = "Machine Intelligence~12"} @string{mi12-ed = "Hayes, J. E. and Michie, Donald and Tyugu, E."} @string{mi12-pub = oxford} @string{mi12-ad = oxford-ad} @string{mi14 = "Machine Intelligence~14"} @string{mi14-ed = "Furukawa, K. and Michie, D. and Muggleton, S. H."} @string{mi14-pub = oxford} @string{mi14-ad = oxford-ad} @string{ml1 = "Machine Learning: An Artificial Intelligence Approach"} @string{ml1-yr = "1983"} @string{ml1-ed = "Michalski, R. S. and Carbonell, Jaime G. and Mitchell, Tom M."} @string{ml1-pub = morgan} @string{ml1-ad = morgan-ad} @string{ml2 = "Machine Learning: An Artificial Intelligence Approach"} @string{ml2-yr = "1986"} @string{ml2-ed = "Michalski, R. S. and Carbonell, Jaime G. and Mitchell, Tom M."} @string{ml2-pub = morgan} @string{ml2-ad = morgan-ad} @string{ml3 = "Machine Learning: An Artificial Intelligence Approach"} @string{ml3-yr = "1990"} @string{ml3-ed = "Michalski, R. S. and Carbonell, Jaime G. and Mitchell, Tom M."} @string{ml3-pub = morgan} @string{ml3-ad = morgan-ad} @string{pdp = "Parallel Distributed Processing"} @string{pdp-ed = "Rumelhart, David E. and McClelland, James L."} @string{pdp-pub = mit} @string{pdp-ad = mit-ad} @string{pdis = "Pattern-Directed Inference Systems"} @string{pdis-ed = "Waterman, D. A. and Hayes-Roth, F."} @string{pdis-pub = academic} @string{pdis-ad = academic-ad} @string{sip = "Semantic Information Processing"} @string{sip-ed = "Minsky, Marvin L."} @string{sip-pub = mit} @string{sip-ad = mit-ad} @misc{Aaronson:2014, title={My conversation with "{Eugene Goostman}," the Chatbot that's all over the news for allegedly passing the {Turing} test}, howpublished={Shtetl-Optimized, {www.scottaaronson.com/blog/?p=1858}}, author={Aaronson, Scott}, year={2014} } @book{Aarts+al:2003, title={Local Search in Combinatorial Optimization}, author={Aarts, Emile and Lenstra, Jan Karel}, year={2003}, publisher=princeton } @incollection{Aarup+al:1994, author = "Aarup, M. and Arentoft, M. M. and Parrod, Y. and Stader, J. and Stokes, I.", year = "1994", title = "{{OPTIMUM}-{AIV}}: {A}~knowledge-based planning and scheduling system for spacecraft {AIV}", booktitle = "Knowledge Based Scheduling", editor = "Fox, M. and Zweben, M.", publisher = morgan, } @book{Abbas:2018, author = "Ali Abbas", year = "2018", title = "Foundations of Multiattribute Utility", publisher = cambridge } @inproceedings{Abbeel+Ng:2004, author = {Pieter Abbeel and Andrew Y. Ng}, title = {Apprenticeship learning via inverse reinforcement learning}, booktitle = icml04, year = {2004}, } @inproceedings{Abney+al:1999, title={Relating probabilistic grammars and automata}, author={Abney, Steven and McAllester, David A. and Pereira, Fernando}, booktitle=acl99, _pages={542--549}, year={1999}, _organization={Association for Computational Linguistics} } @phdthesis{Abramson:1987, author = {Bruce Abramson}, year = {1987}, title = {The expected-outcome model of two-player games}, school = {Columbia University}, publisher = {Department of Computer Science} } @article{Abramson:1990, author = "Bruce Abramson", year = "1990", title = "Expected-outcome: {A} general model of static evaluation", journal = pami, volume = "12", pages = "182--193" } @article{Abreu+Rubinstein:1988, title={The structure of {Nash} equilibrium in repeated games with finite automata}, author={Abreu, Dilip and Rubinstein, Ariel}, journal={Econometrica}, volume={56}, pages={1259--1281}, year={1988}, publisher={JSTOR} } @incollection{Achlioptas:2009, author = "Achlioptas, Dimitris", year = "2009", title = "Random Satisfiability", editor = "Armin Biere and Marijn Heule and Hans van Maaren and Toby Walsh", booktitle = "Handbook of Satisfiability", publisher = "IOS Press", } @article{Ackerman+Guizzo:2016, title={The next generation of {Boston Dynamics' Atlas} robot is quiet, robust, and tether free}, author={Ackerman, Evan and Guizzo, Erico}, journal={IEEE Spectrum}, volume={24}, pages={2016}, year={2016} } @misc{Ackerman+al:2013, title = "On the Computability of Conditional Probability", author = "Nathaniel Ackerman and Cameron Freer and Daniel Roy", year = {2013}, howpublished = {arXiv 1005.3014} } @incollection{Ackley+Littman:1991, author = "David H. Ackley and Littman, M. L.", year = "1991", title = "Interactions between learning and evolution", booktitle = "Artificial Life {II}", editor = "C. Langton and C. Taylor and J. D. Farmer and S. Rasmussen", publisher = addison, _pages = "487--509" } @techreport{Adida+Birbeck:2008, author = {Ben Adida and Mark Birbeck}, title = {{RDF}a Primer}, institution = {W3C}, year = 2008 } @article{Adolph+al:2014, author = "Adolph, K. E. and Kretch, K. S. and LoBue, V.", year = "2014", title = "Fear of heights in infants?", journal = "Current Directions in Psychological Science", volume = "23", pages = "60--66" } @mastersthesis{Agerbeck+Hansen:2008, author = {Christian Agerbeck and Mikael O. Hansen}, title = {A Multi-Agent Approach to Solving {{\em {NP}}}-Complete Problems}, school = {Technical Univ. of Denmark}, year = 2008 } @inproceedings{Aggarwal+al:2006, author = {Gagan Aggarwal and Ashish Goel and Rajeev Motwani}, title = {Truthful auctions for pricing search keywords}, booktitle = ec06, _pages = {1--7}, year = 2006 } @book{agha:86a, author = "Agha, G.", title = "ACTORS: A Model of Concurrent Computation in Distributed Systems", publisher = mitp, year = 1986 } @InProceedings{Agichtein+Gravano:2003, author = {Eugene Agichtein and Luis Gravano}, title = {Querying Text Databases for Efficient Information Extraction}, booktitle = {Proc.\ IEEE Conference on Data Engineering}, year = 2003 } @article{Agmon:1954, author = "Agmon, S.", year = "1954", title = "The relaxation method for linear inequalities", journal = "Canadian Journal of Mathematics", volume = "6", _number = "3", pages = "382--392" } @article{Agostinelli+al:2019, title={Solving the {Rubik’s Cube} with deep reinforcement learning and search}, author={Forest Agostinelli and Stephen McAleer and Alexander Shmakov and Pierre Baldi}, journal={Nature Machine Intelligence}, year={2019}, pages={356-363}, volume = 1 } @inproceedings{agrawal2016learning, title={Learning to poke by poking: Experiential learning of intuitive physics}, author={Agrawal, Pulkit and Nair, Ashvin V and Abbeel, Pieter and Malik, Jitendra and Levine, Sergey}, booktitle=nips29, _pages={5074--5082}, year={2017} } @inproceedings{Agre+Chapman:1987, author = "Agre, Philip E. and Chapman, David", year = "1987", title = "Pengi: an implementation of a theory of activity", booktitle = ijcai87, _publisher = ijcai87-pub, month = ijcai87-mon, _pages = "268--272" } @article{Aizerman+al:1964, author = "M. Aizerman and E. Braverman and L. Rozonoer", year = "1964", title = "Theoretical foundations of the potential function method in pattern recognition learning", journal = "Automation and Remote Control", volume = "25", pages = "821--837" } @inproceedings{Akametalu:2014, title={Reachability-based safe learning with {Gaussian} processes}, author={Akametalu, Anayo K and Fisac, Jaime F and Gillula, Jeremy H and Kaynama, Shahab and Zeilinger, Melanie N and Tomlin, Claire J}, booktitle={53rd IEEE Conference on Decision and Control}, _pages={1424--1431}, year={2014}, _organization={IEEE} } @article{akgun2012keyframe, title={Keyframe-based learning from demonstration}, author={Akgun, Baris and Cakmak, Maya and Jiang, Karl and Thomaz, Andrea}, journal={International Journal of Social Robotics}, volume={4}, _number ={4}, pages={343--355}, year={2012}, publisher={Springer} } @inproceedings{Aldous+Vazirani:1994, author = "David Aldous and Umesh Vazirani", year = "1994", title = "``{G}o with the winners'' algorithms", booktitle = focs94, _address = "Santa Fe, New Mexico", _publisher = ieeecs, month = nov, _pages = "492--501" } @inproceedings{Alemi+al:2017, title = {{DeepMath - Deep} Sequence Models for Premise Selection}, author = {Alemi, Alexander A and Chollet, Francois and Een, Niklas and Irving, Geoffrey and Szegedy, Christian and Urban, Josef}, booktitle = nips29, year = {2017}, } @article{Allais:1953, author = "Allais, Maurice", year = "1953", title = "Le comportment de l'homme rationnel devant la risque: critique des postulats et axiomes de l'{\'e}cole {A}m{\'e}ricaine", journal = "Econometrica", volume = "21", pages = "503--546" } @inproceedings{Allan+al:2017, title={Trec 2017 common core track overview}, booktitle={Proc.\ TREC}, author={Allan, James and Harman, Donna and Kanoulas, Evangelos and Li, Dan and Van Gysel, Christophe and Vorhees, Ellen}, year={2017}, _organization={TREC} } @article{Allen:1983, author = "Allen, James F.", year = "1983", title = "Maintaining knowledge about temporal intervals", journal = cacm, volume = "26", _number = "11", pages = "832--843" } @article{Allen:1984, author = "Allen, James F.", year = "1984", title = "Towards a general theory of action and time", journal = aij, volume = "23", pages = "123--154" } @article{Allen:1991, author = "Allen, James F.", year = "1991", title = "Time and time again: {T}he many ways to represent time", journal = "Int.\ J.\ Intelligent Systems", volume = "6", pages = "341--355" } @book{Allen+al:1990, editor = "Allen, James F. and Hendler, James and Tate, Austin", year = "1990", title = "Readings in Planning", publisher = morgan, _address = morgan-ad } @article{Allen:2011, title={The singularity isn’t near}, author={Allen, Paul and Greaves, Mark}, journal={Technology review}, volume={12}, _number ={2011}, pages={7--8}, year={2011} } @misc{Allen-Zhu+al:2018, title={A convergence theory for deep learning via over-parameterization}, author={Zeyuan Allen-Zhu and Yuanzhi Li and Zhao Song}, year={2018}, howpublished={arXiv:1811.03962} } @article{Alterman:1988, author = "Richard Alterman", title = "Adaptive Planning", journal = "Cognitive Science", year = 1988, volume = 12, pages = "393-422" } @incollection{Amarel:1967, author = "Amarel, Saul", year = "1967", title = "An approach to heuristic problem-solving and theorem proving in the propositional calculus", booktitle = "Systems and Computer Science", editor = "J. Hart and S. Takasu", publisher = toronto, _address = toronto-ad } @incollection{Amarel:1968, author = "Amarel, Saul", year = "1968", title = "On representations of problems of reasoning about actions", booktitle = mi3, editor = mi3-ed, publisher = mi3-pub, _address = mi3-ad, volume = "3", _pages = "131--171" } @inproceedings{Amir+Russell:2003, author = "Eyal Amir and Stuart J. Russell", year = "2003", title = "Logical filtering", booktitle = ijcai03, _address = ijcai03-ad, _publisher = ijcai03-pub } @article{Amit+Geman:1997, author = "Amit, Y. and Geman, D.", year = "1997", title = "Shape quantization and recognition with randomized trees", journal = nc, volume = "9", _number = "7", pages = "1545-1588" } @misc{Amodei+Hernandez:2018, author={Dario Amodei and Danny Hernandez}, title={{AI} and Compute}, year={2018}, howpublished={OpenAI blog, {blog.openai.com/ai-and-compute/}} } @misc{Amodei+al:2016, title={Concrete problems in {AI} safety}, author={Amodei, Dario and Olah, Chris and Steinhardt, Jacob and Christiano, Paul and Schulman, John and Man{\'e}, Dan}, year={2016}, howpublished={arXiv:1606.06565} } @inproceedings{Andersen+al:1989, author = "Andersen, S. K. and Olesen, K. G. and Jensen, F. V. and Jensen, F.", year = "1989", title = "{HUGIN}---{A} shell for building {B}ayesian belief universes for expert systems", booktitle = ijcai89, _address = ijcai89-ad, _publisher = ijcai89-pub, month = ijcai89-mon, _volume = "2", _pages = "1080--1085" } @book{Anderson:1980, author = "Anderson, J. R.", title = "Cognitive Psychology and Its Implications", publisher = freeman, _address = freeman-ad, year = 1980 } @book{Anderson:1983, author = "Anderson, J. R.", year = "1983", title = "The Architecture of Cognition", publisher = harvard, _address = harvard-ad } @TechReport{Anderson+al:2008, author = {Ken Anderson and Nathan R. Sturtevant and Robert C. Holte and Jonathan Schaeffer}, title = {Coarse-to-Fine Search Techniques}, institution = {University of Alberta}, year = {2008}, _number = {TR-08-05} } @inproceedings{Andoni+Indyk:2006, author = {A. Andoni and P. Indyk}, title = {Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High Dimensions}, booktitle = focs06, year = 2006 } @misc{Andor+al:2016, title = {Globally Normalized Transition-Based Neural Networks}, author = {Daniel Andor and Chris Alberti and David Weiss and Aliaksei Severyn and Alessandro Presta and Kuzman Ganchev and Slav Petrov and Michael Collins}, year = {2016}, howpublished = {arXiv:1603.06042} } @inproceedings{Andre+al:1998, author = "David Andre and Nir Friedman and Ronald Parr", title = "Generalized Prioritized Sweeping", booktitle = nips10, year = 1998, } @inproceedings{Andre+Russell:2002, author = "David Andre and Stuart J. Russell", year = "2002", title = "State Abstraction for Programmable Reinforcement Learning Agents", booktitle = aaai02, _address = aaai02-ad, _publisher = aaai02-pub, month = aaai02-mon, _pages = {119--125} } @phdthesis{Andreae:1985, author = "Peter Andreae", year = "1985", title = "Justified Generalisation: {L}earning Procedures from Examples", school = "MIT" } @article{Andrieu+al:2010, title={Particle {Markov chain Monte Carlo} methods}, author={Andrieu, Christophe and Doucet, Arnaud and Holenstein, Roman}, journal=royalstats, volume={72}, _number ={3}, pages={269--342}, year={2010}, publisher={Wiley Online Library} } @misc{andrychowicz2018learning, title={Learning dexterous in-hand manipulation}, author={Andrychowicz, Marcin and Baker, Bowen and Chociej, Maciek and Jozefowicz, Rafal and McGrew, Bob and Pachocki, Jakub and Petron, Arthur and Plappert, Matthias and Powell, Glenn and Ray, Alex and others}, year={2018}, howpublished={arXiv:1808.00177} } @inproceedings{andrychowicz2017hindsight, title={Hindsight experience replay}, author={Andrychowicz, Marcin and Wolski, Filip and Ray, Alex and Schneider, Jonas and Fong, Rachel and Welinder, Peter and McGrew, Bob and Tobin, Josh and Abbeel, Pieter and Zaremba, Wojciech}, booktitle=nips30, _pages={5048--5058}, year={2018} } author={David Ferrucci and Eric Brown and Jennifer Chu-Carroll and James Fan and David Gondek and Aditya A. Kalyanpur and Adam Lally and J. William Murdock and Eric Nyberg and John Prager and Nico Schlaefer and Chris Welty}, journal={AI Magazine}, volume={Fall}, year={2010} } @techreport{Stone+al:2016, title={Artificial intelligence and life in 2030}, author={Stone, Peter and Brooks, Rodney A. and Brynjolfsson, Erik and Calo, Ryan and Etzioni, Oren and Hager, Greg and Hirschberg, Julia and Kalyanakrishnan, Shivaram and Kamar, Ece and Kraus, Sarit and others}, institution={Stanford University One Hundred Year Study on Artificial Intelligence: Report of the 2015-2016 Study Panel}, year={2016} } @article{Aoki:1965, author = "M. Aoki", year = "1965", title = "Optimal control of partially observable {M}arkov systems", journal = "J.\ Franklin Institute", volume = "280", _number = "5", pages = "367--386" } @article{Appel+Haken:1977, author = "K. Appel and W. Haken", year = "1977", title = "Every planar map is four colorable: {P}art {I}: {D}ischarging", journal = "Illinois J. Math.", volume = "21", pages = "429--490" } @Article{Appelt:1999, author = {Douglas Appelt}, title = {Introduction to information extraction}, journal = "AI Communications", year = 1999, volume = 12, _number = 3, pages = {161--172} } @article{Apt:1999, author = "Apt, K. R.", year = "1999", title = "The Essence of Constraint Propagation", journal = "Theoretical Computer Science", volume = "221", _number = "1--2", pages = "179-210" } @book{Apt:2003, author = {K. R. Apt}, title = {Principles of Constraint Programming}, publisher = {Cambridge University Press}, year = 2003 } @article{Apte+al:1994, author = {C. Apt\'{e} and F. Damerau and S. Weiss}, title = {Automated learning of decision rules for text categorization}, journal = {ACM Transactions on Information Systems}, year = 1994, volume = 12, pages = {233--251} } @book{Arbuthnot:1692, title = "Of the Laws of Chance", author = "John Arbuthnot", year = "1692", publisher = "Motte", address = "London", note = "Translation into English, with additions, of Huygens (1657)" } @inproceedings{Archibald+al:2009, author = {C. Archibald and A. Altman and Y. Shoham}, title = {Analysis of a Winning Computational Billiards Player}, booktitle = ijcai09, year = 2009 } @inproceedings{Arfaee+al:2010, author = {Shahab Jabbari Arfaee and Sandra Zilles and Robert C. Holte}, year = {2010}, title = {Bootstrap Learning of Heuristic Functions}, booktitle = {Third Annual Symposium on Combinatorial Search}, } @article{argall2009survey, title={A survey of robot learning from demonstration}, author={Argall, Brenna D and Chernova, Sonia and Veloso, Manuela and Browning, Brett}, journal={Robotics and autonomous systems}, volume={57}, _number ={5}, pages={469--483}, year={2009}, publisher={Elsevier} } @book{Ariely:2009, author = {Dan Ariely}, title = {Predictably Irrational}, publisher = {Harper}, year = 2009, edition = {Revised} } @book{Arkin98a, author = {Arkin, R.}, title = {Behavior-Based Robotics}, publisher = {MIT Press}, year = {1998}, _address = {Boston, MA} } @article{Arkin:2015, title={The case for banning killer robots: {Counterpoint}}, author={Arkin, Ronald}, journal=cacm, volume={58}, _number ={12}, _pages={46--47}, year={2015}, publisher={ACM} } @inproceedings{Armando+al:2008, author = {Armando, Alessandro and Carbone, Roberto and Compagna, Luca and Cuellar, Jorge and Tobarra, Llanos}, title = {Formal analysis of {SAML} 2.0 web browser single sign-on: Breaking the {SAML}-based single sign-on for {G}oogle apps}, booktitle = {Proc.\ 6th {ACM} Workshop on Formal Methods in Security Engineering}, year = {2008}, _pages = {1--10}, _publisher = {ACM} } @misc{Armstrong+Levinstein:2017, title = {Low Impact Artificial Intelligences}, author = {Stuart Armstrong and Benjamin Levinstein}, year = {2017}, howpublished = {arXiv:1705.10720} } %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% BEGIN IAN GOODFELLOW'S CITES: @book{Arnauld:1662, author = "Arnauld, Antoine", year = "1662", title = "La logique, ou l'art de penser", publisher = savreux, address = savreux-ad } @article{Arora+al:2013, author = "Nimar S. Arora and Stuart J. Russell and Erik Sudderth", year = "2013", title = "{NET-VISA}: {N}etwork Processing Vertically Integrated Seismic Analysis", journal = "Bull.~Seism.~ Soc.~Amer.", volume = "103", __number = "2A", pages = "709--729" } @article{Arora:1998, author = "Arora, S.", year = "1998", title = "Polynomial time approximation schemes for {E}uclidean traveling salesman and other geometric problems", journal = jacm, volume = "45", _number = "5", pages = "753--782" } @misc{Arpit+al:2017, title={A Closer Look at Memorization in Deep Networks}, author={Devansh Arpit and Stanislaw Jastrzebski and Nicolas Ballas and David Krueger and Emmanuel Bengio and Maxinder S. Kanwal and Tegan Maharaj and Asja Fischer and Aaron Courville and Yoshua Bengio and Simon Lacoste-Julien}, year={2017}, howpublished={arXiv:1706.05394}, } @book{Arrow:1951, title={Social Choice and Individual Values}, author={Arrow, Kenneth J}, year={1951}, publisher=wiley } @article{Arulampalam+al:2002, title={A tutorial on particle filters for online nonlinear/non-{Gaussian Bayesian} tracking}, author={Arulampalam, M Sanjeev and Maskell, Simon and Gordon, Neil and Clapp, Tim}, journal={IEEE Transactions on Signal Processing}, volume={50}, _number ={2}, pages={174--188}, year={2002}, publisher={Ieee} } @article{Arulkumaran+al:2017, title={Deep reinforcement learning: {A} brief survey}, author={Arulkumaran, Kai and Deisenroth, Marc Peter and Brundage, Miles and Bharath, Anil Anthony}, journal={IEEE Signal Processing Magazine}, volume={34}, _number ={6}, pages={26--38}, year={2017}, publisher={IEEE} } @article{Arunachalam+Sadeh:2005, author = {Raghu Arunachalam and Norman M. Sadeh}, title = {The supply chain trading agent competition}, journal = {Electronic Commerce Research and Applications}, year = 2005, volume = {Spring}, pages = {66-84} } @article{Ashby:1940, author = "W. Ross Ashby", year = "1940", title = "Adaptiveness and equilibrium", journal = "J.\ Mental Science", volume = "86", pages = "478--483" } @article{Ashby:1948, author = "W. Ross Ashby", year = "1948", title = "Design for a Brain", journal = "Electronic Engineering", volume = "December", pages = "379--383" } @book{Ashby:1952, author = "Ashby, W. Ross", year = "1952", title = "Design for a Brain", publisher = wiley, _address = wiley-ad } @article{Asimov:1942, author = "Asimov, Isaac", year = "1942", title = "Runaround", journal = "Astounding Science Fiction", volume = "March" } @book{Asimov:1950, author = "Asimov, Isaac", year = "1950", title = "I, Robot", publisher = doubleday, _address = doubleday-ad } @article{Asimov:1958, title={The Feeling of Power}, author={Isaac Asimov}, journal={If: Worlds of Science Fiction}, publisher={Quinn}, year={1958}, volume={February} } @article{Astrom:1965, author = "Astrom, K. J.", year = "1965", title = "Optimal control of {M}arkov decision processes with incomplete state estimation", journal = "J.~Math.~Anal.~Applic.", volume = "10", pages = "174--205" } @incollection{atkeson1997locally, title={Locally weighted learning for control}, author={Atkeson, Christopher G and Moore, Andrew W and Schaal, Stefan}, booktitle={Lazy learning}, _pages={75--113}, year={1997}, publisher={Springer} } @book{Audi:1999, editor = {Robert Audi}, title = {The Cambridge Dictionary of Philosophy}, publisher = {Cambridge University Press}, _address = cambridge-ad, year = 1999 } @article{Auer+al:2002, author = "Peter Auer and Nicolo Cesa-Bianchi and Paul Fischer", year = "2002", title = "Finite-time analysis of the multiarmed bandit problem", journal = ml, volume = "47", pages = "235--256" } @article{Aumann+Brandenburger:1995, title={Epistemic conditions for Nash equilibrium}, author={Aumann, Robert and Brandenburger, Adam}, journal={Econometrica}, pages={1161--1180}, volume={67}, year={1995}, } @book{Axelrod:1985, author = {Axelrod, Robert}, title = {The Evolution of Cooperation}, publisher = {Basic Books}, _address = {New York}, year = 1985 } @misc{ba2016layer, title={Layer normalization}, author={Ba, Jimmy Lei and Kiros, Jamie Ryan and Hinton, Geoffrey E}, year={2016}, howpublished={arXiv:1607.06450} } @book{Baader+al:2007, author = {Franz Baader and Diego Calvanese and Deborah McGuinness and Daniele Nardi and Peter Patel-Schneider}, title = {The Description Logic Handbook}, publisher = {Cambridge University Press}, year = 2007, edition = {2nd} } @incollection{Baader+Snyder:2001, author = {Franz Baader and Wayne Snyder}, title = {Unification Theory}, booktitle = {Handbook of Automated Reasoning}, _pages = {447--533}, publisher = {Elsevier}, year = 2001, editor = {J.A. Robinson and A. Voronkov} } @book{Bacchus:1990, author = "Bacchus, F.", year = "1990", title = "Representing and Reasoning with Probabilistic Knowledge", publisher = mit, _address = mit-ad } @inproceedings{Bacchus+Grove:1995, author = "Bacchus, F. and Grove, A.", year = "1995", title = "Graphical models for preference and utility", booktitle = uai95, _address = uai95-ad, _publisher = uai95-pub, month = uai95-mon, _pages = "3--10" } @inproceedings{Bacchus+Grove:1996, author = "Bacchus, F. and Grove, A.", year = "1996", title = "Utility independence in a qualitative decision theory", booktitle = kr96, _address = morgan-ad, _publisher = morgan, month = uai95-mon, _pages = "542--552" } @inproceedings{Bacchus+al:1992, author = "Bacchus, F. and Grove, A. and Halpern, J. Y. and Koller, D.", year = "1992", title = "From statistics to beliefs", booktitle = aaai92, _address = aaai92-ad, _publisher = aaai92-pub, month = aaai92-mon, _pages = "602--608" } @inproceedings{Bacchus+vanBeek:1998, author = "Bacchus, F. and van Beek, P.", year = "1998", title = "On the Conversion between Non-Binary and Binary Constraint Satisfaction Problems", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, _pages = "311--318" } @inproceedings{Bacchus+vanRun:1995, author = {Bacchus, F. and van Run, P.}, title = {Dynamic variable Ordering in {{CSP}s}}, booktitle = cp95, _pages = {258--275}, year = 1995, _publisher = springer, _address = {Cassis, France} } @inproceedings{Bacchus+al:2003, title={Value elimination: {B}ayesian inference via backtracking search}, author={Fahiem Bacchus and Shannon Dalmao and Toniann Pitassi}, booktitle=uai03, year=2003, _pages={20--28} } @book{Bachmann:1894, author = "Bachmann, Paul Gustav Heinrich", year = "1894", title = "Die analytische Zahlentheorie", publisher = teubner, address = teubner-ad } @article{Backus:1959, title={The syntax and semantics of the proposed international algebraic language of the {Zurich ACM-GAMM} conference}, author={Backus, John W}, journal={Proc. Int'l Conf. on Information Processing}, year={1959} } @book{Bacon:1609, title={Wisdom of the Ancients}, author={Bacon, Francis}, publisher={Cassell and Company}, year={1609}, } @book{Yates+Neto:2011, title={Modern Information Retrieval}, author={Baeza-Yates, Ricardo and Ribeiro-Neto, Berthier}, edition={2nd}, year={2011}, publisher=AW } @misc{Bagdasaryan+al:2018, title={How To Backdoor Federated Learning}, author={Eugene Bagdasaryan and Andreas Veit and Yiqing Hua and Deborah Estrin and Vitaly Shmatikov}, year={2018}, howpublished={arXiv:1807.00459} } @inproceedings{Bagnell+Schneider:2001, author = "J. Andrew Bagnell and Jeff Schneider", year = "2001", title = "Autonomous Helicopter Control using Reinforcement Learning Policy Search Methods", booktitle = icra01, _location = "", _publisher = "", _pages = "--" } @inproceedings{Bahdanau-et-al-ICLR2015-small, author = {Dzmitry Bahdanau and Kyunghyun Cho and Yoshua Bengio}, year = 2015, title = {Neural Machine Translation by Jointly Learning to Align and Translate}, booktitle = iclr15, } @article{Bahubalendruni+Biswal:2016, title={A review on assembly sequence generation and its automation}, author={Bahubalendruni, MVA Raju and Biswal, Bibhuti Bhusan}, journal={Proc.\ Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science}, volume={230}, _number ={5}, pages={824--838}, year={2016}, publisher={SAGE Publications Sage UK: London, England} } @inproceedings{Bai+Russell:2017, author = "Aijun Bai and Stuart J. Russell", year = "2017", title = "Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions", booktitle = ijcai17 } @inproceedings{Bai+al:2015, author = "Haoyu Bai and Shaojun Cai and Nan Ye and David Hsu and Wee Sun Lee", year = "2015", title = "Intention-aware online {POMDP} planning for autonomous driving in a crowd", booktitle = icra15 } @article{bajcsy2017learning, title={Learning robot objectives from physical human interaction}, author={Bajcsy, Andrea and Losey, Dylan P and O'Malley, Marcia K and Dragan, Anca D}, journal={Proceedings of Machine Learning Research}, volume={78}, pages={217--226}, year={2017}, publisher={PMLR} } @article{Baker+al:2009, author = {Baker, Chris L. and Saxe, Rebecca and Tenenbaum, Joshua B.}, citeulike-article-id = {5734585}, citeulike-linkout-0 = {dx.doi.org/10.1016/j.cognition.2009.07.005}, day = {02}, doi = {10.1016/j.cognition.2009.07.005}, issn = {00100277}, journal = {Cognition}, month = dec, _number = {3}, pages = {329--349}, posted-at = {2009-11-12 21:23:24}, priority = {2}, title = {Action understanding as inverse planning}, _url = {dx.doi.org/10.1016/j.cognition.2009.07.005}, volume = {113}, year = {2009} } @article{Baker:1975, author = "Baker, J.", year = "1975", title = "The {D}ragon system---{A}n overview", journal = assp, volume = "23", pages = {24--29} } @inproceedings{Baker:1979, author = {J. Baker}, title = {Trainable grammars for speech recognition}, booktitle = {Speech Communication Papers for the 97th Meeting of the Acoustical Society of America}, _publisher = mit, _address = mit-ad, _pages = {547--550}, year = 1979 } @article{Baldi+al:1994, author = {P. Baldi and Y. Chauvin and T. Hunkapiller and M. McClure}, title = {Hidden {Markov} models of biological primary sequence information}, journal = pnas, year = 1994, volume = 91, _number = 3, pages = {1059--1063} } @article{Baldwin:1896, author = "James Mark Baldwin", year = "1896", title = "A New Factor in Evolution", journal = "American Naturalist", volume = "30", pages = "441--451", note = "Continued on pages 536--553" } @article{Ballard:1983, author = "Ballard, B. W.", year = "1983", title = "The *-minimax search procedure for trees containing chance nodes", journal = aij, volume = "21", _number = "3", month = sep, pages = "327--350" } @inproceedings{Baluja:1997, author = "Shumeet Baluja", year = "1997", title = "Genetic algorithms and explicit search statistics", booktitle = nips9, _editor = "Mozer, M. C. and Jordan, M. I. and Petsche, T.", _address = mit-ad, _publisher = mit, _pages = "319--325" } @inproceedings{Bancilhon+al:1986, author = "Bancilhon, F. and Maier, D. and Sagiv, Y. and Ullman, J. D.", year = "1986", title = "Magic sets and other strange ways to implement logic programs", booktitle = pods86, _address = acmp-ad, _publisher = acmp, _pages = {1--16} } @inproceedings{Banko+Brill:2001, author = "Michele Banko and Eric Brill", title = "Scaling to Very Very Large Corpora for Natural Language Disambiguation", booktitle = acl01, _pages = "26-33", year = "2001" } @INPROCEEDINGS{Banko+al:2002, author = {Michele Banko and Eric Brill and Susan T. Dumais and Jimmy Lin}, title = {Ask{MSR}: Question Answering Using the Worldwide Web}, booktitle = {Proc.~AAAI Spring Symposium on Mining Answers from Texts and Knowledge Bases}, year = {2002}, _pages = {7--9} } @inproceedings{Banko+al:2007, title={Open information extraction from the web}, author={Banko, Michele and Cafarella, Michael J and Soderland, Stephen and Broadhead, Matthew and Etzioni, Oren}, booktitle=ijcai07, _pages ={2670--2676}, year={2007} } @InProceedings{Banko+Etzioni:2008, author = {Michele Banko and Oren Etzioni}, title = {The Tradeoffs Between Open and Traditional Relation Extraction}, booktitle = acl08, _pages = {28--36}, year = 2008 } @misc{Bansal+al:2019, author = {Kshitij Bansal and Sarah Loos and Markus N. Rabe and Christian Szegedy and Stewart Wilcox}, title = {{HOList: An} Environment for Machine Learning of Higher-Order Theorem Proving (extended version)}, howpublished = {arXiv:1904.03241}, year = {2019}, } @article{Bar-Hillel:1954, author = "Bar-Hillel, Yehoshua", year = "1954", title = "Indexical expressions", journal = "Mind", volume = "63", pages = "359--379" } @book{Bar-Shalom:1992, editor = "Bar-Shalom, Yaakov", year = "1992", title = "Multitarget-Multisensor Tracking: {A}dvanced Applications", publisher = "Artech House", _address = "Norwood, Massachusetts" } @book{Bar-Shalom+Fortmann:1988, author = "Bar-Shalom, Yaakov and Fortmann, Thomas E.", year = "1988", title = "Tracking and Data Association", publisher = academic, _address = academic-ad } @book{Bar-Shalom+al:2001, title={Estimation, Tracking and Navigation: Theory, Algorithms and Software}, author={Bar-Shalom, Yaakov and Li, Xiao-Rung and Kirubarajan, Thiagalingam}, year={2001}, publisher={Wiley} } @book{Barber:2012, author = "David Barber", year = "2012", title = "Bayesian Reasoning and Machine Learning", publisher = cambridge } @book{Barr+Feigenbaum:1981, editor = "Barr, Avron and Feigenbaum, Edward A.", year = "1981", title = "The Handbook of Artificial Intelligence", publisher = heuristech-kaufmann, _address = heuristech-kaufmann-ad, volume = "1" } @article{Barreiro+al:2012, title={{EUROPA}: A platform for {AI} planning, scheduling, constraint programming, and optimization}, author={Barreiro, Javier and Boyce, Matthew and Do, Minh and Frank, Jeremy and Iatauro, Michael and Kichkaylo, Tatiana and Morris, Paul and Ong, James and Remolina, Emilio and Smith, Tristan and others}, journal={4th International Competition on Knowledge Engineering for Planning and Scheduling (ICKEPS)}, year={2012} } @article{Barreno+al:2010, title={The security of machine learning}, author={Barreno, Marco and Nelson, Blaine and Joseph, Anthony D and Tygar, J Doug}, journal=ml, volume={81}, _number ={2}, pages={121--148}, year={2010}, publisher={Springer} } @inproceedings{Barrett+Stone:2015, title={Cooperating with Unknown Teammates in Complex Domains: A Robot Soccer Case Study of Ad Hoc Teamwork}, author={Barrett, Samuel and Stone, Peter}, booktitle=aaai15, _pages={2010--2016}, year={2015} } @article{Bartak+al:2010b, title={New trends in constraint satisfaction, planning, and scheduling: {A} survey}, author={Bart{\'a}k, Roman and Salido, Miguel A and Rossi, Francesca}, journal={The Knowledge Engineering Review}, volume={25}, _number ={3}, pages={249--279}, year={2010}, publisher={Cambridge University Press} } @article{bartholdi:89a, author = "J. J. Bartholdi and C. A. Tovey and M. A. Trick", title = "The Computational Difficulty of Manipulating an Election", journal = "Social Choice and Welfare", volume = 6, pages = {227--241}, year = 1989 } @article{Barto+al:1995, author = "Barto, A. G. and Bradtke, S. J. and Singh, S.", year = "1995", title = "Learning to act using real-time dynamic programming", journal = aij, volume = "73", _number = "1", pages = "81--138" } @article{Barto+al:1981, author = "A. G. Barto and R. S. Sutton and P. S. Brouwer", year = "1981", title = "Associative search network: {A} reinforcement learning associative memory", journal = "Biological Cybernetics", volume = "40", _number = "3", pages = "201--211" } @book{Barwise+Etchemendy:2002, author = {Barwise, Jon and Etchemendy, John}, title = {Language, Proof and Logic}, publisher =cslip, year = 2002 } @inproceedings{Baum+al:1995, author = "Baum, E. and Boneh, D. and Garrett, C.", year = "1995", title = "On genetic algorithms", booktitle = colt95, _address = colt95-ad, _publisher = colt95-pub, month = colt95-mon, _pages = "230--239" } @article{Baum+Smith:1997, author = "Baum, E. and Smith, W. D.", year = "1997", title = "A {B}ayesian approach to relevance in game playing", journal = aij, volume = "97", _number = "1--2", pages = "195--242" } @article{Baum+Petrie:1966, author = "Baum, L. E. and Petrie, T.", year = "1966", title = "Statistical inference for probabilistic functions of finite state {M}arkov chains", journal = "Annals of Mathematical Statistics", volume = "41", pages = "1554-1563" } @inproceedings{Baxter+Bartlett:2000, author = "Jonathan Baxter and Peter Bartlett", title = "Reinforcement Learning in {POMDP}s via Direct Gradient Ascent", booktitle = icml00, _publisher = icml00-pub, _address = icml00-ad, _pages = "41--48", year = "2000" } @inproceedings{Bayardo+Agrawal:2005, title={Data privacy through optimal k-anonymization}, author={Bayardo, Roberto J and Agrawal, Rakesh}, booktitle={Proc. 21st Int'l Conf. on Data Engineering}, _pages={217--228}, year={2005}, _organization={IEEE} } @article{Bayardo+Miranker:1994, author = {Roberto J. Bayardo and D. P. Miranker}, title = {An Optimal Backtrack Algorithm for Tree-Structured Constraint Satisfaction Problems}, journal = aij, year = 1994, volume = 71, _number = 1, pages = {159--181} } @inproceedings{Bayardo+Schrag:1997, author = {Roberto J. Bayardo and Robert C. Schrag}, title = {Using {{CSP}} Look-Back techniques to Solve real-World {SAT} Instances}, booktitle = aaai97, _pages = {203--208}, year = 1997 } @article{Bayes:1763, author = "Bayes, Thomas", year = "1763", title = "An essay towards solving a problem in the doctrine of chances", journal = "Phil.\ Trans.\ Roy.\ Soc.", volume = "53", pages = "370--418" } @article{Beal+Winston:2009, author = {Jacob Beal and Patrick H. Winston}, title = {The New Frontier of Human-Level Artificial Intelligence}, journal = {IEEE Intelligent Systems}, year = 2009, volume = 24, _number = 4, pages = {21--23} } @article{Beardon+al:2002, title = "The non-existence of a utility function and the structure of non-representable preference relations", journal = "Journal of Mathematical Economics", volume = "37", _number = "1", pages = "17 - 38", year = "2002", author = "Alan F. Beardon and Juan C. Candeal and Gerhard Herden and Esteban Indur\'{a}in and Ghanshyam B. Mehta", } @misc{Beattie+al:2016, title = {{DeepMind} Lab}, author = {Charles Beattie and Joel Z. Leibo and Denis Teplyashin and Tom Ward and Marcus Wainwright and Heinrich K{\"{u}}ttler and Andrew Lefrancq and Simon Green and V{\'{\i}}ctor Vald{\'{e}}s and Amir Sadik and Julian Schrittwieser and Keith Anderson and Sarah York and Max Cant and Adam Cain and Adrian Bolton and Stephen Gaffney and Helen King and Demis Hassabis and Shane Legg and Stig Petersen}, year = {2016}, howpublished = {arXiv:1612.03801} } @article{Bechhofer:1954, author = "R. Bechhofer", year = "1954", title = "A single-sample multiple decision procedure for ranking means of normal populations with known variances", journal = "Annals of Mathematical Statistics", volume = "25", pages = "16--39" } @article{Beck+al:2011, title="Combining Constraint Programming and Local Search for Job-Shop Scheduling", author="J. Christopher Beck and T. K. Feng and Jean-Paul Watson", journal="{INFORMS} Journal on Computing", volume="23", _number ="1", pages="1--14", year="2011" } @article{Beckert+Posegga:1995, author = {B. Beckert and J. Posegga}, title = {LeanTaP: Lean, Tableau-based Deduction}, journal = jar, year = 1995, volume = 15, _number = 3, pages = {339--358} } @article{Beeri+al:1983, author = "C. Beeri and R. Fagin and D. Maier and M. Yannakakis", title = "On the desirability of acyclic database schemes", year = "1983", journal = jacm, volume = 30, _number = 3, pages = "479-513" } @BOOK{Bekey:2008, AUTHOR = {G.A. Bekey}, TITLE = {Robotics: State Of The Art And Future Challenges}, PUBLISHER = {Imperial College Press}, YEAR = {2008} } @article{Belkin+al:2019, title={Reconciling modern machine-learning practice and the classical bias--variance trade-off}, author={Belkin, Mikhail and Hsu, Daniel and Ma, Siyuan and Mandal, Soumik}, journal=pnas, volume={116}, _number ={32}, pages={15849--15854}, year={2019}, } @inproceedings{Bell+Tate:1985, author = "Bell, C. and Tate, A.", year = "1985", title = "Using temporal constraints to restrict search in a planner", booktitle = "Proc.\ Third Alvey {IKBS} {SIG} Workshop", _address = "Sunningdale, Oxfordshire, UK", _publisher = "Institution of Electrical Engineers" } @book{Bell+Machover:1977, author = "Bell, J. L. and Machover, M.", year = "1977", title = "A Course in Mathematical Logic", publisher = elsevier, _address = elsevier-ad } @book{Bellamy:1888, title={Looking Backward: 2000-1887}, author={Bellamy, Edward}, year={2003}, publisher={Broadview Press} } @misc{Bellamy+al:2018, author = {Rachel K. E. Bellamy and Kuntal Dey and Michael Hind and Samuel C. Hoffman and Stephanie Houde and Kalapriya Kannan and Pranay Lohia and Jacquelyn Martino and Sameep Mehta and Aleksandra Mojsilovic and Seema Nagar and Karthikeyan Natesan Ramamurthy and John T. Richards and Diptikalyan Saha and Prasanna Sattigeri and Moninder Singh and Kush R. Varshney and Yunfeng Zhang}, title = {{AI} Fairness 360: {An} Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias}, howpublished = {arXiv:1810.01943}, year = {2018}, } @article{Bellemare+al:2013, title={The arcade learning environment: {An} evaluation platform for general agents}, author={Bellemare, Marc G and Naddaf, Yavar and Veness, Joel and Bowling, Michael}, journal=jair, volume={47}, pages={253--279}, year={2013} } @article{Bellman:1952, author = "Richard E. Bellman", year = "1952", title = "On the theory of dynamic programming", journal = pnas, volume = "38", pages = "716--719" } @article{Bellman:1958, author={Richard E. Bellman}, title={On a routing problem}, year={1958}, journal={Quarterly of Applied Mathematics}, volume={16}, page={87--90} } @book{Bellman:1961, author = {Bellman, Richard E.}, title = {Adaptive Control Processes: A Guided Tour}, publisher = {Princeton University Press}, _address = princeton-ad, year = 1961 } @article{Bellman:1965, author = {Richard E. Bellman}, title = {On the application of dynamic programming to the determination of optimal play in chess and checkers}, journal = pnas, year = 1965, volume = 53, pages = {244--246} } @book{Bellman:1984, author = "Richard E. Bellman", year = "1984", title = "Eye of the Hurricane", publisher = world, _address = world-ad } @book{Bellman+Dreyfus:1962, author = "Bellman, Richard E. and Stuart E. Dreyfus", year = "1962", title = "Applied Dynamic Programming", publisher = princeton, _address = princeton-ad } @book{Bellman:1957, author = "Bellman, Richard Ernest", year = "1957", title = "Dynamic Programming", publisher = princeton, _address = princeton-ad } @book{Ben-Tal+Nemirovski:2001, author = "Aharon Ben-Tal and Arkadi Nemirovski", year = "2001", title = "Lectures on Modern Convex Optimization: Analysis, Algorithms, and Engineering Applications", publisher = siam, _address = siam-ad } @article{Bengio+al:1994, author = "Bengio, Y. and Simard, P. and P. Frasconi", year = "1994", title = "Learning long-term dependencies with gradient descent is difficult", journal = "IEEE Transactions on Neural Networks", volume = "5", pages = "157--166" } @INPROCEEDINGS{Bengio+Bengio-NIPS2000, author = {Bengio, Yoshua and Bengio, Samy}, title = {Modeling High-Dimensional Discrete Data with Multi-Layer Neural Networks}, booktitle=nips13, year = {2001}, _pages = {400--406}, } @article{Bengio+al:2003, title={A neural probabilistic language model}, author={Bengio, Yoshua and Ducharme, R{\'e}jean and Vincent, Pascal and Jauvin, Christian}, journal=jmlr, volume={3}, _number ={Feb}, pages={1137--1155}, year={2003} } @incollection{Bengio+LeCun:2007, author = {Yoshua Bengio and Yann LeCun}, title = {Scaling Learning Algorithms towards {AI}}, booktitle = {Large-Scale Kernel Machines}, publisher = {MIT Press}, year = 2007, editor = {L. Bottou and O. Chapelle and D. DeCoste and J. Weston} } @book{Benjamin:2013, title={Drone Warfare: Killing by Remote Control}, author={Benjamin, Medea}, year={2013}, publisher={Verso Books} } @book{Bentham:1823, author = "Bentham, Jeremy", title = "Principles of Morals and Legislation", publisher = oxford, address = oxford-ad, year = 1823, note = "Original work published in 1789." } @misc{Benzmuller+Paleo:2013, title = {Formalization, Mechanization and Automation of {G{\"{o}}del's} Proof of {God's} Existence}, author = {Christoph Benzm{\"{u}}ller and Bruno Woltzenlogel Paleo}, year = {2013}, howpublished = {arXiv:1308.4526} } @article{Beresniak+al:2015, author = "Beresniak, Ariel and Medina-Lara, Antonieta and Auray, Jean Paul and De Wever, Alain and Praet, Jean-Claude and Tarricone, Rosanna and Torbica, Aleksandra and Dupont, Danielle and Lamure, Michel and Duru, Gerard", year = "2015", title = "Validation of the Underlying Assumptions of the Quality-Adjusted Life-Years Outcome: {R}esults from the {ECHOUTCOME} {European} Project", journal = "PharmacoEconomics", volume = "33", pages = "61--69" } @book{Berger:1985, author = {James O. Berger}, title = {Statistical Decision Theory and Bayesian Analysis}, publisher = {Springer Verlag}, _address = springer-ad, year = 1985 } @article{Bergstra+Bengio:2012, author = {James Bergstra and Yoshua Bengio}, title = {Random Search for Hyper-Parameter Optimization}, journal = jmlr, volume = {13}, pages = {281--305}, year = {2012}, _url = {dl.acm.org/citation.cfm?id=2188395}, _timestamp = {Thu, 03 May 2012 15:44:52 +0200}, _biburl = {dblp.org/rec/bib/journals/jmlr/BergstraB12}, _bibsource = {dblp computer science bibliography, dblp.org} } @misc{Berk+al:2017, title={Fairness in criminal justice risk assessments: {The} state of the art}, author={Berk, Richard and Heidari, Hoda and Jabbari, Shahin and Kearns, Michael and Roth, Aaron}, year={2017}, howpublished={arXiv:1703.09207} } @article{Berkson:1944, author = "Berkson, J.", year = "1944", title = "Application of the logistic function to bio-assay", journal = jasa, volume = "39", pages = "357--365" } @book{Berleur+Brunnstein:2001, author = {Jacques Berleur and Klaus Brunnstein}, title = {Ethics of Computing: Codes, Spaces for Discussion and Law}, publisher = {Chapman and Hall}, _address = {London}, year = 2001 } @article{Berlin+al:2015, title={Assembling large genomes with single-molecule sequencing and locality-sensitive hashing}, author={Berlin, Konstantin and Koren, Sergey and Chin, Chen-Shan and Drake, James P and Landolin, Jane M and Phillippy, Adam M}, journal={Nature Biotechnology}, volume={33}, _number ={6}, pages={623}, year={2015}, publisher={Nature Publishing Group} } @article{Berliner:1979, author = "Berliner, Hans J.", year = "1979", title = "The {B*} tree search algorithm: {A}~best-first proof procedure", journal = aij, volume = "12", _number = "1", pages = "23--40" } @article{Berliner:1980a, author = "Berliner, Hans J.", year = "1980", title = "Backgammon computer program beats world champion", journal = aij, volume = "14", pages = "205--220" } @article{Berliner:1980, author = "Berliner, Hans J.", year = "1980", title = "Computer backgammon", journal = "Scientific American", volume = "249", _number = "6", month = jun, pages = "64--72" } @techreport{Bermudez+al:2015, title={Automatic problem-specific hyperparameter optimization and model selection for supervised machine learning}, author={Berm{\'u}dez-Chac{\'o}n, R{\"o}ger and Gonnet, Gaston H and Smith, Kevin}, year={2015}, institution={ETH Zurich} } @book{Bernardo+Smith:1994, author = {J. M. Bernardo and A. Smith}, title = {Bayesian Theory}, publisher = {Wiley}, _address = wiley-ad, year = 1994 } @article{Berners-Lee+al:2001, author = {Tim Berners-Lee and James Hendler and Ora Lassila }, title = {The Semantic Web}, journal = {Scientific American}, year = 2001, month = {May}, volume = 284, _number = 5, pages = "34--43" } @article{Bernoulli:1738, author = "Bernoulli, Daniel", year = "1738", title = "Specimen theoriae novae de mensura sortis", journal = "Proc.\ St.~Petersburg Imperial Academy of Sciences", volume = "5", pages = {175--192} } @book{Bernstein:1996, author = {Bernstein, Peter L.}, title = {Against the Gods: The Remarkable Story of Risk}, publisher = {Wiley}, _address = wiley-ad, year = 1996 } @misc{Berrada+al:2019, title={Training Neural Networks for and by Interpolation}, author={Leonard Berrada and Andrew Zisserman and M. Pawan Kumar}, year={2019}, howpublished={arXiv:1906.05661}, } @inproceedings{Berrou+al:1993, author = "C. Berrou and A. Glavieux and P. Thitimajshima", year = "1993", title = "Near {S}hannon limit error control-correcting coding and decoding: {T}urbo-codes. 1", booktitle = "Proc.\ {IEEE} International Conference on Communications", _address = "Geneva, Switzerland", _publisher = "IEEE", _pages = "1064--1070" } @book{Berry+Fristedt:1985, author = "Berry, Donald A. and Fristedt, Bert", year = "1985", title = "Bandit Problems: Sequential Allocation of Experiments", publisher = chapman, _address = chapman-ad } @book{Bertele+Brioschi:1972, author = "Umberto Bertele and Francesco Brioschi", year = "1972", title = "Nonserial Dynamic Programming", publisher = academic, _address = academic-ad } @inproceedings{Bertoli+al:2001a, author = "P. Bertoli and A. Cimatti and M. Roveri", year = "2001", title = "Heuristic Search + Symbolic Model Checking = Efficient Conformant Planning", booktitle = ijcai01, _address = ijcai01-ad, _publisher = ijcai01-pub, _pages = "467--472" } @inproceedings{Bertoli+al:2001b, author = "P. Bertoli and A. Cimatti and M. Roveri and P. Traverso", year = "2001", title = "Planning in Nondeterministic Domains Under Partial Observability via Symbolic Model Checking", booktitle = ijcai01, _address = ijcai01-ad, _publisher = ijcai01-pub, _pages = "473--478" } @book{Bertot+al:2004, author = {Yves Bertot and Pierre Casteran and G. Huet and Christine Paulin-Mohring}, title = {Interactive Theorem Proving and Program Development}, publisher = {Springer}, year = 2004 } @book{Bertsekas:1987, author = "Bertsekas, D.", year = "1987", title = "Dynamic Programming: Deterministic and Stochastic Models", publisher = prentice, _address = prentice-ad } @book{Bertsekas+Tsitsiklis:1996, author = "Bertsekas, D. and Tsitsiklis, J. N.", title = "Neuro-Dynamic Programming", publisher = "Athena Scientific", _address = "Belmont, Massachusetts", year = 1996 } @book{Bertsekas+Tsitsiklis:2008, author = "Bertsekas, D. and Tsitsiklis, J. N.", title = {Introduction to Probability}, edition = "2nd", publisher = athena, _address = "Belmont, Massachusetts", year = 2008 } @book{Bertsekas+Shreve:2007, title = "Stochastic Optimal Control: The Discrete-Time Case", author = "Dimitri Bertsekas and Steven E. Shreve", year = "2007", publisher = athena, _address = athena-ad } @article{Bertsimas+al:2019, title={Optimizing schools' start time and bus routes}, author={Dimitris Bertsimas and Arthur Delarue and S{\'e}bastien Martin}, journal=pnas, year={2019}, volume={116 13}, pages={5943-5948} } @Article{Bertsimas2017, author="Bertsimas, Dimitris and Dunn, Jack", title="Optimal classification trees", journal="Machine Learning", year="2017", volume="106", _number ="7", pages ="1039--1082", } @book{Bessen:2015, title={Learning by Doing: The Real Connection between Innovation, Wages, and Wealth}, author={Bessen, James}, year={2015}, publisher=yale } @incollection{Bessiere:2006, author = {C. Bessi{\`e}re}, editor = {F. Rossi and P. van Beek and T. Walsh}, booktitle = {Handbook of Constraint Programming}, title = {Constraint Propagation}, publisher = {Elsevier}, year = {2006} } @misc{Beutel+al:2019, title = {Putting Fairness Principles into Practice: {Challenges}, Metrics, and Improvements}, author = {Alex Beutel and Jilin Chen and Tulsee Doshi and Hai Qian and Allison Woodruff and Christine Luu and Pierre Kreitmann and Jonathan Bischof and Ed H. Chi}, year = {2019}, howpublished = {arXiv:1901.04562} } @book{Bhar+Hamori:2004, author = {R. Bhar and S. Hamori}, title = {Hidden Markov Models: Applications to Financial Economics}, publisher = {Springer}, year = 2004 } @book{Bibel:1993, title = "Deduction: Automated Logic", author = "Wolfgang Bibel", publisher = academic, _address = "London", year = 1993 } @article{Bien+Tibshirani:2011, title={Prototype selection for interpretable classification}, author={Bien, Jacob and Tibshirani, Robert and others}, journal={Annals of Applied Statistics}, volume={5}, _number ={4}, pages={2403--2424}, year={2011}, publisher={Institute of Mathematical Statistics} } @book{Biere+al:2009, year = "2009", editor = "Armin Biere and Marijn Heule and Hans van Maaren and Toby Walsh", title = "Handbook of Satisfiability", publisher = "IOS Press", _address = "Amsterdam" } @misc{Bies+al:2015, title={English News Text Treebank: {Penn} Treebank Revised}, author={Bies, Ann and Mott, Justin and Warner, Colin}, year={2015}, howpublished={Linguistic Data Consortium} } @inproceedings{Billings+al:2003, author = {Darse Billings and Neil Burch and Aaron Davidson and Robert C. Holte and Jonathan Schaeffer and Terence Schauenberg and Duane Szafron}, title = {Approximating Game-Theoretic Optimal Strategies for Full-scale Poker}, booktitle = ijcai03, year = 2003 } @book{Billingsley:2012, year = "2012", author = "Patrick Billingsley", title = {Probability and Measure}, publisher = wiley, _address = wiley_ad, edition = "4th" } @article{Binder+al:1997a, author = "Binder, John and Koller, Daphne and Russell, Stuart J. and Kanazawa, Keiji", year = "1997", title = "Adaptive probabilistic networks with hidden variables", journal = ml, volume = "29", pages = "213-244" } @inproceedings{Binder+al:1997b, author = "John Binder and Kevin Murphy and Stuart J. Russell", year = "1997", title = "Space-efficient inference in dynamic probabilistic networks", booktitle = ijcai97, _address = ijcai97-ad, _publisher = ijcai97-pub, month = ijcai97-mon, _pages = {1292--1296} } @article{Bingham+al:2019, author = "E. Bingham and J. Chen and M. Jankowiak and F. Obermeyer and N. Pradhan and T. Karaletsos and R. Singh and P. Szerlip and P. Horsfall and N. D. Goodman", year = "2019", title = "Pyro: {D}eep universal probabilistic programming", journal = jmlr, volume = "20", pages = "1--26" } @book{Binmore:1982, author = {Ken Binmore}, title = {Essays on Foundations of Game Theory}, publisher =Pitman, _address = pitman-ad, year = 1982 } @inproceedings{Biran+Cotton:2017, title={Explanation and justification in machine learning: A survey}, author={Biran, Or and Cotton, Courtenay}, booktitle={Proc. IJCAI-17 Workshop on Explainable AI}, _pages={8}, year={2017} } @book{Bishop:1995, author = "Christopher M. Bishop", title = "Neural Networks for Pattern Recognition", publisher = oxford, _address = oxford-ad, year = 1995 } @book{Bishop:2007, author = "Christopher M. Bishop", year = "2007", title = "Pattern Recognition and Machine Learning", publisher = springer, _address = springer-ad } @article{Bisson:1990, author = {Terry Bisson}, title = {They're Made Out of Meat}, journal = {Omni Magazine}, year = 1990 } @article{Bistarelli+al:1997, author = "Stefano Bistarelli and Ugo Montanari and Francesca Rossi", year = "1997", title = "Semiring-based constraint satisfaction and optimization", journal = jacm, volume = "44", _number = "2", month = mar, pages = "201--236" } @article{Bitner+Reingold:1975, author = "Bitner, J. R. and Reingold, E. M.", year = "1975", title = "Backtrack programming techniques", journal = cacm, volume = "18", _number = "11", month = nov, pages = "651--656" } @inproceedings{Bizer+al:2007, author = {Christian Bizer and Soren Auer and G. Kobilarov and J. Lehmann and R. Cyganiak}, title = {{DBP}edia -- Querying {Wikipedia} like a Database}, booktitle = {16th International Conference on World Wide Web}, year = {2007} } @book{Blazewicz+al:2007, author = {Blazewicz, Jacek and Ecker, Klaus and Pesch, Erwin and Schmidt, G\"{u}nter and Weglarz, Jan}, title = {Handbook on Scheduling: Models and Methods for Advanced Planning}, year = {2007}, isbn = {3540280464}, publisher = SV } @inproceedings{Blei+al:2002, author = "David M. Blei and Andrew Y. Ng and Michael I. Jordan", title = "{L}atent {D}irichlet allocation", year = 2002, booktitle = nips14, _publisher = mit, _address = mit-ad } @article{Bliss:1934, author = "C. I. Bliss", year = "1934", title = "The method of probits", journal = "Science", volume = "79", _number = "2037", pages = "38--39" } @article{Block+al:1962, author = {H. D. Block and B. Knight and F. Rosenblatt}, title = {Analysis of a four-layer series-coupled perceptron}, journal = {Rev. Modern Physics}, year = 1962, volume = 34, _number = 1, pages = {275--282} } @incollection{Block:2009, title={Comparing the major theories of consciousness}, author={Block, Ned}, booktitle={The {C}ognitive {N}eurosciences}, editor={Gazzaniga, Michael S}, year={2009}, publisher={MIT Press} } @article{Blum+Furst:1997, author = "Blum, A. L. and Furst, M.", year = "1997", title = "Fast planning through planning graph analysis", journal = aij, volume = "90", _number = "1--2", pages = "281--300" } @inproceedings{Blum:1996, author = {Avrim L. Blum}, title = {On-Line Algorithms in Machine Learning}, booktitle = {Proc.\ Workshop on On-Line Algorithms, Dagstuhl}, year = {1996}, _pages = {306--325}, _publisher = {Springer} } @book{Blum+al:2020, title={Foundations of Data Science}, author={Blum, Avrim L. and Hopcroft, John and Kannan, Ravindran}, publisher=CUP, year={2020} } @InProceedings{Blum+Mitchell:1998, author = {Avrim L. Blum and Tom M. Mitchell}, title = {Combining labeled and unlabeled data with co-training}, booktitle = colt98, _pages = {92--100}, year = 1998 } @article{Blumer+al:1989, author = "Blumer, Anselm and Ehrenfeucht, Andrzej and Haussler, David and Warmuth, Manfred", year = "1989", title = "Learnability and the {V}apnik-{C}hervonenkis dimension", journal = jacm, volume = "36", _number = "4", pages = "929--965" } @incollection{Bobrow:1967, author = "Bobrow, D. G.", year = "1967", title = "Natural language input for a computer problem solving system", booktitle = sip, editor = sip-ed, publisher = sip-pub, _address = sip-ad, _pages = "133--215" } @incollection{Bod:2008, title={The data-oriented parsing approach: Theory and application}, author={Rens Bod}, booktitle={Computational Intelligence: A Compendium}, publisher=springer, year={2008} } @book{Bod+al:2003, title={Data-Oriented Parsing}, author={Bod, Rens and Scha, Remko and Sima'an, Khalil}, year={2003}, publisher=cslip } @book{Boddington:2017, title={Towards a Code of Ethics for Artificial Intelligence}, author={Boddington, Paula}, year={2017}, publisher=springer } @book{Boden:1990, editor = "Boden, Margaret A.", year = "1990", title = "The Philosophy of Artificial Intelligence", publisher = oxford, _address = oxford-ad } @inproceedings{Bolognesi+Ciancarini:2003, author = {A. Bolognesi and P. Ciancarini}, title = {Computer Programming of Kriegspiel Endings: The Case of {KR} vs. {K}}, booktitle = {Advances in Computer Games 10}, year = 2003 } @article{Bolton+Hand:2002, title={Statistical fraud detection: {A} review}, author={Bolton, Richard J and Hand, David J}, journal={Statistical science}, pages={235--249}, year={2002}, volume = 17 } @inproceedings{Bonawitz+al:2017, title={Practical secure aggregation for privacy-preserving machine learning}, author={Bonawitz, Keith and Ivanov, Vladimir and Kreuter, Ben and Marcedone, Antonio and McMahan, H Brendan and Patel, Sarvar and Ramage, Daniel and Segal, Aaron and Seth, Karn}, booktitle={Proc.\ ACM SIGSAC Conference on Computer and Communications Security}, _pages={1175--1191}, year={2017}, _organization={ACM} } @book{bond:88a, editor = "Bond, A. H. and Gasser, L.", title = "Readings in Distributed Artificial Intelligence", publisher = MK, year = 1988 } @inproceedings{Bonet:2002, author = "Blai Bonet", year = "2002", title = "An epsilon-optimal grid-based algorithm for partially observable {M}arkov decision processes", booktitle = icml02, _address = icml02-ad, _publisher = icml02-pub, _pages = "51--58" } @inproceedings{Bonet+Geffner:1999, year = 1999, title = "Planning as Heuristic Search: {N}ew Results", author = "Blai Bonet and Hector Geffner", booktitle = ecp99, _publisher = springer, _address = "Durham, UK", _pages = "360--372" } @inproceedings{Bonet+Geffner:2000, year = 2000, title = "Planning with Incomplete Information as Heuristic Search in Belief Space", author = "Blai Bonet and Hector Geffner", booktitle = icaps00, _publisher = "AAAI Press", _address = "Menlo Park, California", _pages = "52--61", _editor = "Chien, S. and Kambhampati, S. and Knoblock, C. A." } @inproceedings{Bonet+Geffner:2005, author = "Blai Bonet and Hector Geffner", year = "2005", title = "An algorithm better than {AO}{\star}?", booktitle = aaai05, _address = aaai05-ad, _publisher = aaai05-pub, month = aaai05-mon } @book{Boole:1847, author = "Boole, George", year = "1847", title = "The Mathematical Analysis of Logic: Being an Essay towards a Calculus of Deductive Reasoning", publisher = macmillan-barclay, _address = macmillan-barclay-ad } @inproceedings{Booth:1969, author = {T. L. Booth}, title = {Probabilistic representation of formal languages}, booktitle = {{IEEE} Conference Record of the 1969 Tenth Annual Symposium on Switching and Automata Theory}, _address = {Waterloo, Ontario}, _publisher = {IEEE}, _pages = {74--81}, year = 1969 } @article{Borel:1921, author = "Borel, Emile", year = 1921, title = "La th{\' e}orie du jeu et les {\' e}quations int{\' e}grales {\` a} noyau sym{\' e}trique", journal = "Comptes Rendus Hebdomadaires des S{\' e}ances de l'Acad{\' e}mie des Sciences", volume = 173, pages = "1304--1308" } @book{Borenstein96a, author = {Borenstein, J. and Everett, B. and Feng, L.}, title = {Navigating Mobile Robots: Systems and Techniques}, publisher = {A. K. Peters, Ltd.}, year = {1996}, _address = {Wellesley, MA} } @article{Borenstein91a, author = {Borenstein, J. and Koren., Y.}, title = {The Vector Field Histogram---{F}ast Obstacle Avoidance for Mobile Robots}, year = {1991}, month = {June}, journal = {IEEE Transactions on Robotics and Automation}, volume = {7}, _number = {3}, pages = {278--288}, note = {} } @article{Borgida+al:1989, author = "Borgida, A. and Brachman, R. J. and McGuinness, D. and Alperin~Resnick, L.", year = "1989", title = "{CLASSIC}: {A} structural data model for objects", journal = "SIGMOD Record", volume = "18", _number = "2", month = jun, pages = "58--67" } @incollection{Boroditsky:2003, author = "Lera Boroditsky", year = "2003", title = "Linguistic Relativity", editor = "L. Nadel", booktitle = "Encyclopedia of Cognitive Science", publisher = macmillan, _address = macmillan-ad, _pages = "917--921" } @inproceedings{Boser+al:1992, author = "Boser, B. and Guyon, I. and Vapnik, V. N.", year = "1992", title = "A training algorithm for optimal margin classifiers", booktitle = colt92, _address = colt92-ad, _publisher = colt92-pub, month = colt92-mon } @ARTICLE{Bosse04a, AUTHOR = {M. Bosse and P. Newman and J. Leonard and M. Soika and W. Feiten and S. Teller}, TITLE = {Simultaneous Localization and Map Building in Large-Scale Cyclic Environments Using the {A}tlas Framework}, JOURNAL = ijrr, YEAR = {2004}, VOLUME = {23}, _NUMBER = {12}, PAGES = {1113--1139} } @article{Bostrom:2005, title={A history of transhumanist thought}, author={Bostrom, Nick}, journal={Journal of {E}volution and {T}echnology}, volume={14}, _number ={1}, pages={1--25}, year={2005}, } @book{Bostrom:2014, title={Superintelligence: Paths, Dangers, Strategies}, author={Bostrom, Nick}, year={2014}, publisher=oxford } @inproceedings{Bottou+Bousquet:2008, title={The tradeoffs of large scale learning}, author={Bottou, L{\'e}on and Bousquet, Olivier}, booktitle=nips20, _pages={161--168}, year={2008} } @article{Bottou+al:2018, title={Optimization methods for large-scale machine learning}, author={Bottou, L{\'e}on and Curtis, Frank E and Nocedal, Jorge}, journal={SIAM Review}, volume={60}, _number ={2}, pages={223--311}, year={2018}, publisher={SIAM} } @misc{Boue:2019, title={Real numbers, data science and chaos: How to fit any dataset with a single parameter}, author={Laurent Bou\'{e}}, year={2019}, howpublished={arXiv:1904.12320} } @misc{Bousmalis+al:2017, title={Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping}, author={Konstantinos Bousmalis and Alex Irpan and Paul Wohlhart and Yunfei Bai and Matthew Kelcey and Mrinal Kalakrishnan and Laura Downs and Julian Ibarz and Peter Pastor and Kurt Konolige and Sergey Levine and Vincent Vanhoucke}, year={2017}, howpublished={arXiv:1709.07857}, } @inproceedings{Boutilier:2002, author = "Boutilier, C.", year = "2002", title = "A {POMDP} formulation of preference elicitation problems", booktitle = aaai02 } @article{Boutilier+Brafman:2001, author = {Boutilier, C. and Ronen I. Brafman}, title = {Partial-Order Planning with Concurrent Interacting Actions}, journal = jair, year = {2001}, volume = {14}, pages = {105--136} } @article{Boutilier+al:2000b, author = "Boutilier, C. and Dearden, R. and Goldszmidt, M.", year = "2000", title = "Stochastic dynamic programming with factored representations", journal = aij, volume = "121", pages = "49--107" } @inproceedings{Boutilier+al:2001, author = "Boutilier, C. and Ray Reiter and Bob Price", title = "Symbolic Dynamic Programming for First-Order {MDP}s", year = "2001", booktitle = ijcai01, _address = ijcai01-ad, _publisher = ijcai01-pub, _pages = "467--472" } @article{Boutilier+al:2004, author = "Craig Boutilier and Ronen I. Brafman and Carmel Domshlak and Holger H. Hoos and David Poole", year = "2004", title = "{CP}-nets: {A} Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements", journal = jair, volume = "21", pages = "135--191" } @inproceedings{Boutilier+al:1996, author = "Craig Boutilier and Nir Friedman and Moises Goldszmidt and Daphne Koller", title = "Context-Specific Independence in {Bayesian} Networks", _pages = "115--123", booktitle = uai96, year = {1996} } @article{Bouzy+Cazenave:2001, author = "Bruno Bouzy and Tristan Cazenave", title = "Computer {G}o: An {AI} oriented survey", journal = aij, volume = 132, _number = 1, pages = "39--103", year = 2001 } @article{Bowling+al:2015, title = {Heads-up limit hold’em poker is solved}, author = {Michael Bowling and Neil Burch and Michael Johanson and Oskari Tammelin}, year = 2015, journal = {Science}, volume = {347}, issue = {6218}, pages = {145--149} } @inproceedings{Bowling+al:2008, author = {Michael Bowling and Michael Johanson and Neil Burch and Duane Szafron}, title = {Strategy Evaluation in Extensive Games with Importance Sampling}, booktitle = icml08, year = 2008 } @inproceedings{Bowman+al:2015, title={A large annotated corpus for learning natural language inference}, author={Bowman, Samuel and Angeli, Gabor and Potts, Christopher and Manning, Christopher}, booktitle={EMNLP-15}, year={2015} } @article{Box:1957, author = "Box, G. E. P.", year = "1957", title = "Evolutionary operation: {A} method of increasing industrial productivity", journal = "Applied Statistics", volume = "6", pages = "81-101" } @book{Box+al:2016, author = {George E. P. Box and Gwilym Jenkins and Gregory Reinsel and Greta M. Ljung}, title = {Time Series Analysis: Forecasting and Control}, publisher = wiley, year = 2016, edition = {5th} } @book{Box+Tiao:1973, author = "George E. P. Box and George C. Tiao", year = "1973", title = "Bayesian Inference in Statistical Analysis", publisher = addison } @inproceedings{Boyan+Moore:1998, author = "Boyan, J. A. and Moore, A. W.", year = "1998", title = "Learning Evaluation Functions for Global Optimization and {B}oolean Satisfiability", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon } @book{Boyd+Vandenberghe:2004, author = "Stephen Boyd and Lieven Vandenberghe", title = "Convex Optimization", year = 2004, publisher = cambridge, _address = cambridge-ad } @inproceedings{Boyen+al:1999, title = "Discovering the Hidden Structure of Complex Dynamic Systems", author = "Xavier Boyen and Nir Friedman and Daphne Koller", booktitle = uai99, _publisher = uai99-pub, _address = uai99-ad, year = 1999 } @book{Boyer+Moore:1979, author = "Boyer, Robert S. and Moore, J. Strother", year = "1979", title = "A Computational Logic", publisher = academic, _address = academic-ad } @article{Boyer+Moore:1984, author = "Boyer, Robert S. and Moore, J. Strother", year = "1984", title = "Proof checking the {RSA} public key encryption algorithm", journal = "American Mathematical Monthly", volume = "91", _number = "3", pages = "181--189" } @incollection{Brachman:1979, author = "Brachman, R. J.", year = "1979", title = "On the epistemological status of semantic networks", booktitle = "Associative Networks: Representation and Use of Knowledge by Computers", editor = "Findler, N. V.", publisher = academic, _address = academic-ad, _pages = "3--50" } @book{Brachman+Levesque:1985, editor = "Brachman, R. J. and Levesque, Hector J.", year = "1985", title = "Readings in Knowledge Representation", publisher = morgan, _address = morgan-ad } @article{Bradt+al:1956, author = "R. N. Bradt and S. M. Johnson and S. Karlin", year = "1956", title = "On Sequential Designs for Maximizing the Sum of n Observations", journal = "Ann. Math. Statist.", volume = "27", pages = "1060--1074" } @book{Brafman:2009, author = {Ori Brafman and Rom Brafman}, title = {Sway: The Irresistible Pull of Irrational Behavior}, publisher = {Broadway Business}, year = 2009 } @inproceedings{Brafman+Domshlak:2008, author = {Ronen I. Brafman and Carmel Domshlak}, title = {From One to Many: {P}lanning for Loosely Coupled Multi-Agent Systems}, booktitle = icaps08, year = {2008}, location = {Sydney}, _publisher = aaaip, _pages = {28-35} } @article{Brafman+Tennenholtz:2000, author = "Ronen I. Brafman and Moshe Tennenholtz", year = "2000", title = "A Near Optimal Polynomial Time Algorithm for Learning in Certain Classes of Stochastic Games", journal = aij, volume = "121", pages = "31--47" } @book{Braitenberg:1984, author = {Valentini Braitenberg}, title = {Vehicles: Experiments in Synthetic Psychology}, publisher = {MIT Press}, year = 1984 } @book{hcompsoc, title = "Handbook of Computational Social Choice", editor = "Felix Brandt and Vincent Conitzer and Ulle Endriss and Jerome Lang and Ariel D. Procaccia", publisher = cambridge, year = 2016 } @inproceedings{Brants:2000, title={{TnT}: A statistical part-of-speech tagger}, author={Brants, Thorsten}, booktitle={Proc.\ Sixth Conference on Applied Natural Language Processing}, _pages={224--231}, year={2000}, _organization={Association for Computational Linguistics} } @inproceedings{Brants+al:2007, author = {Thorsten Brants and Ashok C. Popat and Peng Xu and Franz J. Och and Jeffrey Dean}, title = {Large language models in machine translation}, booktitle = {{EMNLP}-Co{NLL}-07}, _pages = {858-867}, year = 2007, month = {June 28-30} } @book{Bratko:2009, author = "Bratko, Ivan", year = "2009", title = "Prolog Programming for Artificial Intelligence", publisher = addison, _address = addison-ad, edition = "4th" } @book{Bratman:1987, author = "Bratman, Michael E.", year = "1987", title = "Intention, Plans, and Practical Reason", publisher = harvard, _address = harvard-ad } @inproceedings{Breck+al:2016, title={What’s your {ML} test score? {A} rubric for {ML} production systems}, author={Eric Breck and Shanqing Cai and Eric Nielsen and Michael Salib and D. Sculley}, booktitle={Proc. NIPS 2016 Workshop on Reliable Machine Learning in the Wild}, year={2016} } @article{Breese:1992, author = "Breese, J. S.", year = "1992", title = "Construction of belief and decision networks", journal = ci, volume = "8", _number = "4", pages = "624--647" } @inproceedings{Breese+Heckerman:1996, author = "Breese, J. S. and Heckerman, D.", year = "1996", title = "Decision-theoretic troubleshooting: {A} framework for repair and experiment", booktitle = uai96, _address = uai96-ad, _publisher = uai96-pub, month = uai96-mon, _pages = "124--132" } @book{Breiman+al:1984, author = "L. Breiman and J. Friedman and R. A. Olshen and C. J. Stone", year = "1984", title = "Classification and Regression Trees", publisher = wadsworth, _address = wadsworth-ad } @article{Breiman:2001, author = {Leo Breiman}, title = {Random Forests}, journal = ml, volume = {45}, number = {1}, pages = {5--32}, year = {2001}, _url = {doi.org/10.1023/A:1010933404324}, doi = {10.1023/A:1010933404324}, timestamp = {Sun, 28 May 2017 13:18:23 +0200}, _biburl = {dblp.org/rec/bib/journals/ml/Breiman01}, bibsource = {dblp computer science bibliography, dblp.org} } @article{Brelaz:1979, author = "Brelaz, D.", year = "1979", title = "New methods to color the vertices of a graph", journal = cacm, volume = "22", _number = "4", month = apr, pages = "251--256" } @book{Brent:1973, author = "Brent, Richard P.", year = "1973", title = "Algorithms for {M}inimization without {D}erivatives", publisher = prentice, _address = prentice-ad } @book{Bresnan:1982, author = "Bresnan, Joan", year = "1982", title = "The Mental Representation of Grammatical Relations", publisher = mit, _address = mit-ad } @book{Brewka+al:1997, author = "Gerhard Brewka and Jurgen Dix and Kurt Konolige", year = "1997", title = "Nononotonic Reasoning: An Overview", publisher =csli, _address = "Stanford, California" } @techreport{Brickley+Guha:2004, author = {Dan Brickley and R. V. Guha}, title = {{RDF} Vocabulary Description Language 1.0: {RDF} Schema}, institution = {W3C}, year = 2004 } @article{Briggs:1985, author = "Briggs, R.", year = "1985", title = "Knowledge representation in {S}anskrit and artificial intelligence", journal = aimag, volume = "6", _number = "1", pages = "32--39" } @inproceedings{Brill:1992, title={A simple rule-based part of speech tagger}, author={Brill, Eric}, booktitle={Proc.\ Third Conference on Applied Natural Language Processing}, _pages ={152--155}, year={1992}, _organization={Association for Computational Linguistics} } @book{Brin:1998, author = {David Brin}, title = {The Transparent Society}, publisher = {Perseus}, year = 1998 } @inproceedings{Brin+Page:1998, author = {Sergey Brin and Larry Page}, title = {The Anatomy of a Large-Scale Hypertextual Web Search Engine}, booktitle = {Proc.\ Seventh World Wide Web Conference}, _address = {Brisbane, Australia}, year = 1998 } @incollection{Bringsjord:2008, author = {Selmer Bringsjord}, editor = {Robert Epstein and Gary Roberts and Grace Beber}, booktitle = {Parsing the Turing Test}, title = {If {I} Were Judge}, publisher = {Springer}, year = 2008 } @book{Broadbent:1958, author = "Broadbent, Donald Eric", year = "1958", title = "Perception and Communication", publisher = pergamon, _address = pergamon-ad } @misc{Brockman+al:2016, title={{OpenAI} gym}, author={Brockman, Greg and Cheung, Vicki and Pettersson, Ludwig and Schneider, Jonas and Schulman, John and Tang, Jie and Zaremba, Wojciech}, year={2016}, howpublished={arXiv:1606.01540} } @article{Brooks:1986, author = "Brooks, R. A.", year = "1986", title = "A robust layered control system for a mobile robot", journal = "IEEE J. of Robotics and Automation", volume = "2", pages = "14--23" } @article{Brooks:1989, author = "Brooks, R. A.", year = "1989", title = "Engineering approach to building complete, intelligent beings", journal = "Proc.\ SPIE---the International Society for Optical Engineering", volume = "1002", pages = "618--625" } @article{Brooks:1991, author = "Brooks, R. A.", year = "1991", title = "Intelligence without representation", journal = aij, volume = "47", _number = "1--3", pages = "139--159" } @article{Brooks+Lozano-Perez:1985, author = "Brooks, R. A. and Lozano-Perez, T.", year = "1985", title = "A subdivision algorithm in configuration space for findpath with rotation", journal = ieee-smc, volume = "15", _number = "2", pages = "224--233" } @article{Brooks:2017, title={The Seven Deadly Sins of {AI} Predictions}, author={Brooks, Rodney A.}, journal={MIT Technology Review}, volume={{O}ct 6}, year={2017} } @book{Brooks+al:2011, title={Handbook of Markov Chain {M}onte {C}arlo}, author={Steve Brooks and Andrew Gelman and Galin Jones and Xiao-Li Meng}, year={2011}, publisher={Chapman \& Hall/CRC}, } @incollection{Brown+al:1988b, author = {C.A. Brown and L. Finkelstein and P.W. Purdom}, editor = {T. Mora}, booktitle = {Applied Algebra, Algebraic Algorithms and Error-Correcting Codes}, title = {Backtrack Searching in the Presence of Symmetry}, publisher = SV, year = 1988, _pages = {99--110} } @article{Brown:1974, author = "K. C. Brown", year = "1974", title = "A note on the apparent bias of net revenue estimates", journal = "J.\ Finance", volume = "29", pages = "1215--1216" } @inproceedings{Brown+Sandholm:2017, author = {Noam Brown and Tuomas Sandholm}, title = {Libratus: {The} Superhuman {AI} for No-Limit Poker}, booktitle = ijcai17, _pages = {5226--5228}, year = {2017}, _biburl = {dblp.org/rec/bib/conf/ijcai/BrownS17}, } @article{Brown+Sandholm:2019, title={Superhuman {AI} for multiplayer poker}, author={Brown, Noam and Sandholm, Tuomas}, journal={Science}, volume = 365, _number = 6456, pages = {885--890}, year={2019}, } @incollection{Brown+al:1988b, author = {C.A. Brown and L. Finkelstein and P.W. Purdom}, editor = {T. Mora}, booktitle = {Applied Algebra, Algebraic Algorithms and Error-Correcting Codes}, title = {Backtrack Searching in the Presence of Symmetry}, publisher = SV, year = 1988, _pages = {99--110} } @article{Brown+al:1992, title={Class-based n-gram models of natural language}, author={Brown, Peter F and Desouza, Peter V and Mercer, Robert L and Pietra, Vincent J Della and Lai, Jenifer C}, journal={Computational linguistics}, year={1992}, volume={18}, number={4}, publisher={MIT Press} } @article{Browne+al:2012, title={A Survey of {M}onte {C}arlo Tree Search Methods}, author={Cameron Browne and Edward Jack Powley and Daniel Whitehouse and Simon M. Lucas and Peter I. Cowling and Philipp Rohlfshagen and Stephen Tavener and Diego Perez Liebana and Spyridon Samothrakis and Simon Colton}, journal={IEEE Transactions on Computational Intelligence and AI in Games}, year={2012}, volume={4}, pages={1--43} } @book{Brownston+al:1985, title = "Programming {E}xpert {S}ystems in {{OPS}5}: {A}n {I}ntroduction to {R}ule-{B}ased {P}rogramming", author = "L. Brownston and R. Farrell and E. Kant and N. Martin", year = 1985, publisher = addison, _address = addison-ad } @book{Bruce+al:2003, author = "Vicki Bruce and Patrick Green and Mark Georgeson", year = "2003", title = "Visual Perception: Physiology, Psychology and Ecology", publisher = routledge } @techreport{Brugmann:1993, title={Monte {C}arlo {G}o}, author={Br{\"u}gmann, Bernd}, year={1993}, institution={Department of Physics, Syracuse University} } @article{Bryce+Kambhampati:2007, author = {Daniel Bryce and Subbarao Kambhampati}, title = {A Tutorial on Planning Graph-Based Reachability Heuristics}, journal = aimag, year = 2007, volume = {Spring}, pages = {47--83} } @article{Bryce+al:2006, author = {Daniel Bryce and Subbarao Kambhampati and David E. Smith}, title = {Planning graph heuristics for belief space search}, journal = jair, year = {2006}, volume = {26}, pages = {35-99} } @book{Brynjolfsson+McAfee:2011, title={Race Against the Machine}, author={Brynjolfsson, Erik and McAfee, Andrew}, year={2011}, publisher={Digital Frontier Press} } @book{Brynjolfsson+McAfee:2014, title={The Second Machine Age}, author={Brynjolfsson, Erik and McAfee, Andrew}, year={2014}, publisher=Norton } @incollection{Brynjolfsson+al:2018, title={Artificial intelligence and the modern productivity paradox: A clash of expectations and statistics}, author={Brynjolfsson, Erik and Rock, Daniel and Syverson, Chad}, booktitle={The Economics of Artificial Intelligence: An Agenda}, year={2018}, editor = {Ajay Agrawal and Joshua Gans and Avi Goldfarb}, publisher={University of Chicago Press} } @book{Bryson+Ho:1969, author = "Bryson, A. E. and Ho, Y.-C.", year = "1969", title = "Applied Optimal Control", publisher = blaisdell, _address = blaisdell-ad } @inproceedings{Bryson:1962, author = "Arthur E. Bryson", year = "1962", title = "A gradient method for optimizing multi-stage allocation processes", booktitle = "Proc. of a Harvard Symposium on Digital Computers and Their Applications" } @article{Bryson:2012, title={A role for consciousness in action selection}, author={Bryson, Joanna J}, journal={International Journal of Machine Consciousness}, volume={4}, _number ={02}, pages={471--482}, year={2012}, publisher={World Scientific} } @article{Bryson+Winfield:2017, title={Standardizing ethical design for artificial intelligence and autonomous systems}, author={Bryson, Joanna J. and Winfield, Alan}, journal={Computer}, volume={50}, _number ={5}, pages={116--119}, year={2017}, publisher={IEEE} } @incollection{Buchanan+al:1978, author = "Buchanan, B. G. and Mitchell, T. M. and Smith, R. G. and Johnson, C. R.", year = "1978", title = "Models of learning systems", booktitle = "Encyclopedia of Computer Science and Technology", publisher = "Dekker", _address = "New York", volume = "11" } @book{Buchanan+Shortliffe:1984, editor = "Buchanan, B. G. and Shortliffe, Edward H.", year = "1984", title = "Rule-Based Expert Systems: The {MYCIN} Experiments of the Stanford Heuristic Programming Project", publisher = addison, _address = addison-ad } @incollection{Buchanan+al:1969, author = "Buchanan, B. G. and Sutherland, G. L. and Feigenbaum, E. A.", year = "1969", title = "Heuristic {DENDRAL}: {A} program for generating explanatory hypotheses in organic chemistry", booktitle = mi4, editor = mi4-ed, publisher = mi4-pub, _address = mi4-ad, _pages = "209--254" } @inproceedings{Buck+al:2014, title={N-gram Counts and Language Models from the Common Crawl}, author={Buck, Christian and Heafield, Kenneth and Van Ooyen, Bas}, booktitle={Proc.\ International Conference on Language Resources and Evaluation}, _volume={2}, _pages={4}, year={2014}, } @BOOK{Buehler06a, EDITOR = {M. Buehler and K. Iagnemma and Sanjiv Singh}, TITLE = {The 2005 {DARPA} {G}rand {C}hallenge: The Great Robot Race}, PUBLISHER = springer, YEAR = {2006} } @misc{Buffon:1777, author={Buffon, {Georges-Louis Leclerc, Comte de}}, title={Essai d'arithmetique morale}, year={1777}, howpublished = "Supplement to Histoire naturelle, vol. IV" } @incollection{Bunt:1985, author = "Bunt, Harry C.", year = "1985", title = "The formal representation of (quasi-) continuous concepts", booktitle = ftcw, editor = ftcw-ed, publisher = ftcw-pub, _address = ftcw-ad, _chapter = "2", _pages = "37--70" } @inproceedings{Buolamwini+Gebru:2018, title={Gender shades: {Intersectional} accuracy disparities in commercial gender classification}, author={Buolamwini, Joy and Gebru, Timnit}, booktitle={Conference on Fairness, Accountability and Transparency}, _pages={77--91}, year={2018} } @article{Burgard98d, author = {W. Burgard and A. B. Cremers and D. Fox and D. Hahnel and G. Lakemeyer and D. Schulz and W. Steiner and S. Thrun}, title = {Experiences with an Interactive Museum Tour-Guide Robot}, journal = aij, year = {1999}, volume = {114}, _number = {1--2}, pages = {3--55} } @book{Burkov:2019, title={The Hundred-Page Machine Learning Book}, author={Burkov, Andriy}, publisher={Burkov}, year={2019} } @inproceedings{Burns+al:2012, title={Implementing Fast Heuristic Search Code}, author={Ethan Burns and Matthew Hatem and Michael J. Leighton and Wheeler Ruml}, booktitle={Symposium on Combinatorial Search}, year={2012} } @article{Buro:1995, author = "Michael Buro", title = "{ProbCut}: {An} Effective Selective Extension of the Alpha-Beta Algorithm", journal = "J.\ International Computer Chess Association", volume = "18", _number = "2", pages = "71--76", year = "1995", _url = "citeseer.ist.psu.edu/buro95probcut.html" } @article{Buro:2002, author = "Michael Buro", year = "2002", title = "Improving heuristic mini-max search by supervised learning", journal = aij, volume = "134", _number = "1--2", pages = "85--99" } @inproceedings{Burstein+al:2001, author = {Jill Burstein and Claudia Leacock and Richard Swartz}, title = {Automated evaluation of essays and short answers}, booktitle = {Fifth International Computer Assisted Assessment Conference }, _publisher = {Loughborough University}, _address = {Loughborough, U.K.}, year = 2001 } @book{Burton:2009, author = {Robert Burton}, title = {On Being Certain: Believing You Are Right Even When You're Not}, publisher = {St. Martin's Griffin}, year = 2009 } @book{Buss:2005, author = "Buss, David M.", year = "2005", title = "Handbook of {E}volutionary {P}sychology", publisher = wiley, _address = wiley-ad } @article{Butler:1863, author = {Samuel Butler}, title = {Darwin Among the Machines}, journal = {The Press (Christchurch, New Zealand)}, year = 1863, volume = {June~13} } @article{Bylander:1994, year = 1994, author = "T. Bylander", title = "The computational complexity of propositional {STRIPS} planning", journal = aij, volume = 69, pages = "165-204" } @article{Byrd+al:1995, author = {R. H. Byrd and P. Lu and J. Nocedal and C. Zhu}, title = {A Limited Memory Algorithm for Bound Constrained Optimization}, journal = {SIAM Journal on Scientific and Statistical Computing}, year = 1995, volume = 16, _number = 5, pages = {1190--1208} } @article{Cabeza+Nyberg:2000, author = {Cabeza, R. and Nyberg, L.}, title = {Imaging Cognition {II}: An Empirical Review of 275 {PET} and f{MRI} Studies}, journal = {J.\ Cognitive Neuroscience}, year = 2001, volume = 12, pages = {1-47} } @InProceedings{Cafarella+al:2008, author = {Michael J. Cafarella and Alon Halevy and Yang Zhang and Daisy Zhe Wang and Eugene Wu}, title = {WebTables: Exploring the Power of Tables on the Web}, booktitle = {VLDB-08}, year = 2008 } @article{Calvanese+al:1999, author = "Calvanese, D. and Lenzerini, M. and Nardi, D.", year = "1999", title = "Unifying Class-Based Representation Formalisms", journal = jair, volume = "11", pages = "199--240" } @article{Camacho+Michie:1995, author = "Camacho, R. and Michie, D.", year = "1995", title = "Behavioral Cloning: {A} Correction", journal = aimag, volume = "16", pages = "92" } @incollection{campbell:2002a, editor = {K. J. Arrow and A. K. Sen and K. Suzumura}, title = {Impossibility Theorems in the {A}rrovian Framework}, booktitle = {Handbook of Social Choice and Welfare Volume 1}, author = {D. E. Campbell and J. Kelly}, publisher = Els, year = 2002 } @article{Campbell+al:2002, author = "Murray S. Campbell and A. Jospeh Hoane and Feng-Hsiung Hsu", year = "2002", title = "Deep {B}lue", journal = aij, volume = "134", _number = "1--2", pages = "57--83" } @article{Cannings+al:1978, title={Probability functions on complex pedigrees}, author={Christopher Cannings and Elizabeth Thompson and Mark H Skolnick}, journal={Advances in Applied Probability}, year={1978}, volume={10}, _issue={1}, pages={26--61} } @inproceedings{Canny+Reif:1987, author = "J. Canny and J. Reif", title = "New Lower Bound Techniques for Robot Motion Planning Problems", booktitle = focs87, year = 1987, _pages = "39--48" } @article{Canny:1986, author = "Canny, John", title = "A computational approach to edge detection", journal = pami, year = "1986", volume = 8, pages = "679--698" } @book{Canny:1988, author = "Canny, John", year = "1988", title = "The Complexity of Robot Motion Planning", publisher = mit, _address = mit-ad } @article{Capen+al:1971, author = {E. Capen and R. Clapp and W. Campbell}, title = {Competitive bidding in high-risk situations}, journal = {J.\ Petroleum Technology}, year = 1971, volume = 23, pages = {641--653}, month = {June} } @inproceedings{Carbonell:1983, author = "Carbonell, J. G.", year = "1983", title = "Derivational analogy and its role in problem solving", booktitle = aaai83, _address = aaai83-ad, _publisher = aaai83-pub, month = aaai83-mon, _pages = "64--69" } @techreport{Carbonell+al:1989, author = "Carbonell, J. G. and Craig A. Knoblock and Steven Minton", year = "1989", title = "{PRODIGY}: {A}n Integrated Architecture for Planning and Learning", institution = cmucs, _address = cmucs-ad, _number = "CMU-CS-89-189", type = "Technical Report" } @article{Carbonnel+Cooper:2016, author = {Cl{\'{e}}ment Carbonnel and Martin C. Cooper}, title = {Tractability in constraint satisfaction problems: {A} survey}, journal = {Constraints}, volume = {21}, number = {2}, pages = {115--144}, year = {2016}, _url = {doi.org/10.1007/s10601-015-9198-6}, doi = {10.1007/s10601-015-9198-6}, timestamp = {Sat, 20 May 2017 00:25:22 +0200}, _biburl = {dblp.org/rec/bib/journals/constraints/CarbonnelC16}, bibsource = {dblp computer science bibliography, dblp.org} } @book{Cardano:1663, author = {Gerolamo Cardano}, title = {Liber de ludo aleae}, publisher = {Lyons}, year = 1663 } @misc{Carlini+al:2019, title={On Evaluating Adversarial Robustness}, author={Nicholas Carlini and Anish Athalye and Nicolas Papernot and Wieland Brendel and Jonas Rauber and Dimitris Tsipras and Ian Goodfellow and Aleksander Madry and Alexey Kurakin}, year={2019}, howpublished={arXiv:1902.06705}, } @book{Carnap:1928, author = "Carnap, Rudolf", year = "1928", title = "Der logische Aufbau der Welt", publisher = "Weltkreis-verlag", _address = "Berlin-Schlachtensee", note = "Translated into English as The Logical Structure of the World (Carnap, 1967)" } @article{Carnap:1948, author = "Carnap, Rudolf", year = "1948", title = "On the application of inductive logic", journal = "Philosophy and Phenomenological Research", volume = "8", pages = "133--148" } @book{Carnap:1950, author = "Carnap, Rudolf", year = "1950", title = "Logical Foundations of Probability", publisher = chicago, _address = chicago-ad } @article{Carpenter+al:2017, title={Stan: {A} Probabilistic Programming Language}, author={Bob Carpenter and Andrew Gelman and Matthew Hoffman and Daniel Lee and Ben Goodrich and Michael Betancourt and Marcus Brubaker and Jiqiang Guo and Peter Li and Allen Riddell}, journal={Journal of Statistical Software}, year={2017}, volume={76}, _issue={1}, pages={1--32}, } @book{Carroll:2007, author = {Sean Carroll}, title = {The Making of the Fittest: {DNA} and the Ultimate Forensic Record of Evolution}, publisher = {Norton}, year = 2007 } @book{Casati+Varzi:1999, author = {Roberto Casati and Achille Varzi}, title = {Parts and {P}laces: {T}he {S}tructures of {S}patial {R}epresentation}, publisher = {MIT Press}, year = 1999 } @inproceedings{Cassandra+al:1994, author = "Cassandra, A. R. and Kaelbling, L. P. and Littman, M. L.", year = "1994", title = "Acting optimally in partially observable stochastic domains", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "1023--1028" } @book{Cassandras+Lygeros:2006, title = "Stochastic Hybrid Systems", author = "Christos G. Cassandras and John Lygeros", year = "2006", publisher = crc, _address = crc-ad } @article{Castro+al:2004, author = "Rui Castro and Mark Coates and Gang Liang and Robert Nowak and Bin Yu", year = "2004", title = "Network Tomography: Recent Developments", journal = "Statistical Science", volume = "19", _number = "3", pages = "499--517" } @article{Cauchy:1847, title = { M\'ethode g\'en\'erale pour la r\'esolution des syst{\`e}mes d'\'equations simultan\'ees} , author = {Cauchy, Augustin}, journal = {Comp. Rend. Sci. Paris}, volume = {25}, pages = {536--538}, year = {1847} } @book{Cesa-Bianchi+Lugosi:2006, author = {Nicol\`{o} Cesa-Bianchi and G\'{a}bor Lugosi}, title = {Prediction, Learning, and Games}, publisher = {Cambridge University Press}, year = 2006 } @inproceedings{Chajewska+al:2000, author = "Urszula Chajewska and Daphne Koller and Ronald Parr", year = "2000", title = "Making Rational Decisions using Adaptive Utility Elicitation", booktitle = aaai00 } @article{Chakrabarti+al:1989, author = "Chakrabarti, P. P. and Ghose, S. and Acharya, A. and de Sarkar, S. C.", year = "1989", title = "Heuristic search in restricted memory", journal = aij, volume = "41", _number = "2", month = dec, pages = "197--222" } @book{chalkiadakis:2011a, author = "G. Chalkiadakis and E. Elkind and M. Wooldridge", title = "Computational Aspects of Cooperative Game Theory", publisher = MK, year = 2011 } @incollection{Chalmers:1992, title={Subsymbolic computation and the {Chinese} room}, author={Chalmers, David J}, booktitle={The symbolic and connectionist paradigms: Closing the gap}, year={1992}, editor = "John Dinsmore", publisher=lea } @article{Chandola+al:2009, title={Anomaly detection: {A} survey}, author={Chandola, Varun and Banerjee, Arindam and Kumar, Vipin}, journal={ACM {C}omputing {S}urveys}, volume={41}, _number ={3}, _pages={15}, year={2009}, publisher={ACM} } @article{Chandra+Harel:1980, author = "Chandra, A. K. and Harel, D.", title = "Computable queries for relational data bases", year = 1980, journal = "J.\ Computer and System Sciences", volume = "21", _number = 2, pages = "156--178" } @book{Chang+Lee:1973, author = "Chang, Chin-Liang and Lee, Richard Char-Tung", year = "1973", title = "Symbolic Logic and Mechanical Theorem Proving", publisher = academic, _address = academic-ad } @article{Chang+al:2005, author = "Chang, Hyeong Soo and Fu, Michael C. and Hu, Jiaqiao and Marcus, Steven I.", year = "2005", title = "An Adaptive Sampling Algorithm for Solving {M}arkov Decision Processes", journal = "Operations Research", volume = "53", pages = "126--139" } @inproceedings{Chao+al:2018, title={Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets}, booktitle=acl18, author={Chao, Wei-Lun and Hu, Hexiang and Sha, Fei}, year={2018} } @inproceedings{Agre+Chapman:1987, author = "Agre, Philip E. and Chapman, David", year = "1987", title = "Pengi: an implementation of a theory of activity", booktitle = ijcai87, _publisher = ijcai87-pub, month = ijcai87-mon, _pages = "268--272" } @book{Charniak:1993, author = "Charniak, E.", title = "Statistical Language Learning", publisher = mit, _address = mit-ad, year = 1993 } @inproceedings{Charniak:1996, author = "Charniak, E.", title = "Tree-Bank Grammars", booktitle = aaai96, _address = aaai96-ad, _publisher = aaai96-pub, _pages = "1031-1036", year = "1996" } @inproceedings{Charniak:1997, author = "Charniak, E.", title = "Statistical Parsing with a Context-Free Grammar and Word Statistics", booktitle = aaai97, _address = aaai97-ad, _publisher = aaai97-pub, _pages = "598-603", year = "1997" } @article{Charniak+Goldman:1992, author = "Charniak, E. and Goldman, R.", year = "1992", title = "A {B}ayesian model of plan recognition", journal = aij, volume = "64", _number = "1", month = nov, pages = "53--79" } @book{Charniak+al:1987, author = "Charniak, E. and Riesbeck, Christopher and McDermott, Drew and Meehan, James", year = "1987", title = "Artificial Intelligence Programming", publisher = lea, _address = lea-ad, edition = "2nd" } @article{Charniak:1991, author = {Eugene Charniak}, title = {Bayesian networks without tears}, journal = aimag, year = 1991, volume = 12, _number = 4, pages = {50--63} } @book{Charniak:2018, author = "Eugene Charniak", year = "2018", title = "Introduction to Deep Learning", publisher = mitp } @inproceedings{Chaslot+al:2008, title={{M}onte-{C}arlo Tree Search: A New Framework for Game {AI}.}, author={Chaslot, Guillaume and Bakkes, Sander and Szita, Istvan and Spronck, Pieter}, booktitle={Proc.\ Fourth Artificial Intelligence and Interactive Digital Entertainment Conference}, year={2008} } @book{Chater+Oaksford:2008, editor = "Chater, N. and Oaksford, M.", year = "2008", title = "The {P}robabilistic {M}ind: {P}rospects for {B}ayesian {C}ognitive {S}cience", publisher = oxford, _address = oxford-ad } @book{Chatfield:1989, author = {C. Chatfield}, title = {The Analysis of Time Series: An Introduction}, publisher = {Chapman and Hall}, _address = {London}, year = 1989, edition = {4th} } @article{Chavira+Darwiche:2008, title={On probabilistic inference by weighted model counting}, author={Mark Chavira and Adnan Darwiche}, journal=aij, year={2008}, volume={172}, _issue={6--7}, pages={772--799}, } @article{Chawla+al:2002, title={{SMOTE: Synthetic} minority over-sampling technique}, author={Chawla, Nitesh V and Bowyer, Kevin W and Hall, Lawrence O and Kegelmeyer, W Philip}, journal=jair, volume={16}, pages={321--357}, year={2002} } @inproceedings{Cheeseman:1985, author = "Cheeseman, P.", year = "1985", title = "In defense of probability", booktitle = ijcai85, _address = ijcai85-ad, _publisher = ijcai85-pub, month = ijcai85-mon, _pages = "1002--1009" } @article{Cheeseman:1988, author = "Cheeseman, P.", year = "1988", title = "An inquiry into computer understanding", journal = ci, volume = "4", _number = "1", month = feb, pages = "58--66" } @inproceedings{Cheeseman+al:1991, author = "Cheeseman, P. and B. Kanefsky and W. Taylor", title = "Where the Really Hard Problems Are", booktitle = ijcai91, _pages = "331-337", _publisher = ijcai91-pub, _address = ijcai91-ad, year = "1991" } @inproceedings{Cheeseman+al:1988, author = "Cheeseman, P. and Self, M. and Kelly, J. and Stutz, J.", year = "1988", title = "Bayesian classification", booktitle = aaai88, _address = aaai88-ad, _publisher = aaai88-pub, month = aaai88-mon, _volume = "2", _pages = "607--611" } @incollection{Cheeseman+Stutz:1996, author = {Cheeseman, P. and J. Stutz}, title = {Bayesian classification ({A}uto{C}lass): {T}heory and results}, booktitle = {Advances in Knowledge Discovery and Data Mining}, editor = {U. Fayyad and G. Piatesky-Shapiro and P. Smyth and R. Uthurusamy}, publisher = {AAAI Press/MIT Press}, _address = {Menlo Park, California}, year = 1996 } @inproceedings{Chen+Manning:2014, title={A fast and accurate dependency parser using neural networks}, author={Chen, Danqi and Manning, Christopher}, booktitle={EMNLP-14}, _pages ={740--750}, year={2014} } @article{Chen+al:2017, title={Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions}, journal=ijcai17, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Chen, Jingwei and Holte, Robert C. and Zilles, Sandra and Sturtevant, Nathan R.}, year={2017}, month={Aug} } @inproceedings{Chen+al:2018, title={The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation}, author={Mia Xu Chen and Orhan Firat and Ankur Bapna and Melvin Johnson and Wolfgang Macherey and George Foster and Llion Jones and Niki Parmar and Mike Schuster and Zhifeng Chen and Yonghui Wu and Macduff Hughes}, booktitle={ACL-18}, year={2018} } @InProceedings{Chen+Goodman:1996, author = {Stanley F. Chen and Joshua Goodman}, title = {An Empirical Study of Smoothing Techniques for Language Modeling}, booktitle = acl96, _pages = {310--318}, year = 1996 } @inproceedings{Chen+Guestrin:2016, title={{XGBoost}: A scalable tree boosting system}, author={Chen, Tianqi and Guestrin, Carlos}, booktitle=kdd16, _pages={785--794}, year={2016}, _organization={ACM} } @article{Cheng+Druzdzel:2000, author = "Cheng, J. and Marek J. Druzdzel", year = "2000", title = "{{AIS}-{BN}}: {A}n adaptive importance sampling algorithm for evidential reasoning in large {B}ayesian networks", journal = jair, volume = 13, pages = "155--188" } @article{Cheng+al:2002, author = "Cheng, J. and Greiner, R. and Kelly, J. and Bell, D. A. and Liu, W.", year = "2002", title = "Learning {B}ayesian networks from data: {A}n Information-Theory Based Approach", journal = aij, volume = "137", pages = "43--90" } @misc{Chiu+al:2017, title = {State-of-the-art Speech Recognition With Sequence-to-Sequence Models}, author = {Chung{-}Cheng Chiu and Tara Sainath and Yonghui Wu and Rohit Prabhavalkar and Patrick Nguyen and Zhifeng Chen and Anjuli Kannan and Ron Weiss and Kanishka Rao and Katya Gonina and Navdeep Jaitly and Bo Li and Jan Chorowski and Michiel Bacchiani}, year = {2017}, howpublished = {arXiv:1712.01769} } @inproceedings{Chklovski+Gil:2005, author = {Timothy Chklovski and Yolanda Gil}, title = {Improving the Design of Intelligent Acquisition Interfaces for Collecting World Knowledge from Web Contributors}, booktitle = {Proc.\ Third International Conference on Knowledge Capture}, year = 2005 } @misc{Chollet:2019, title={On the Measure of Intelligence}, author={Fran\c{c}ois Chollet}, year={2019}, howpublished={arXiv:1911.01547}, } @book{Chollet:2017, title={Deep Learning with Python}, author={Francois Chollet}, year={2017}, publisher={Manning} } @article{Chomsky:1956, author = "Chomsky, Noam", year = "1956", title = "Three models for the description of language", journal = "IRE Transactions on Information Theory", volume = "2", _number = "3", pages = "113--124" } @book{Chomsky:1957, author = "Chomsky, Noam", year = "1957", title = "Syntactic Structures", publisher = mouton, _address = mouton-ad } @misc{Choromanska-et-al-AISTATS2015, author = {Anna Choromanska and Mikael Henaff and Michael Mathieu and Gerard Ben Arous and Yann LeCun}, title = {The loss surface of multilayer networks}, booktitle = aistats15, howpublished={arXiv:1412.0233}, year = 2014, } @phdthesis{Choset96a, author = {Choset, H.}, title = {Sensor Based Motion Planning: The Hierarchical Generalized Voronoi Graph}, year = {1996}, school = {California Institute of Technology} } @book{Choset+al:2005, title={Principles of Robot Motion: Theory, Algorithms, and Implementation}, author={Choset, Howie and Hutchinson, Seth and Lynch, Kevin and Kantor, George and Burgard, Wolfram and Kavraki, Lydia and Thrun, Sebastian}, year={2005}, publisher=mitp } @article{Chouldechova:2017, title={Fair prediction with disparate impact: {A} study of bias in recidivism prediction instruments}, author={Chouldechova, Alexandra}, journal={Big {D}ata}, volume={5}, _number ={2}, pages={153--163}, year={2017}, publisher={Liebert} } @misc{Chouldechova+Roth:2018, title = {The Frontiers of Fairness in Machine Learning}, author = {Alexandra Chouldechova and Aaron Roth}, year = {2018}, howpublished = {arXiv:1810.08810} } @book{Christian:2011, title={The {M}ost {H}uman {H}uman}, author={Christian, Brian}, publisher={Doubleday}, year={2011} } @article{Christin+al:2015, title={Courts and predictive algorithms}, author={Christin, Ang{\`e}le and Rosenblat, Alex and Boyd, Danah}, journal={Data \& Civil Rights}, year={2015} } @book{Chung:1979, author = "Chung, Kai Lai", year = "1979", title = "Elementary Probability Theory with Stochastic Processes", publisher = springer, _address = springer-ad, edition = "3rd" } @article{Church:1936, author = "Church, Alonzo", year = "1936", title = "A note on the {E}ntscheidungsproblem", journal = jsl, volume = "1", pages = "40--41 and 101--102" } @book{Church:1956, author = {Alonzo Church}, title = {Introduction to Mathematical Logic}, publisher = {Princeton University Press}, year = 1956 } @inproceedings{Church:1988, author = "Church, K.", year = "1988", title = "A Stochastic Parts Program and Noun Phrase Parser for Unrestricted Texts", booktitle = "Proc.\ Second Conference on Applied Natural Language Processing", _address = "Austin, Texas", source = "Klavans 1990 tutorial" } @article{Church+Patil:1982, author = "Church, K. and Patil, R", year = "1982", title = "Coping with syntactic ambiguity or how to put the block in the box on the table", journal = cl, volume = "8", _number = "3--4", pages = "139--149" } @InProceedings{Church:2004, author = {Ken Church}, title = {Speech and Language Processing: Can we use the past to predict the future}, booktitle = {Proc. Conference on Text, Speech, and Dialogue}, year = 2004 } @article{Church+Gale:1991, author = {Ken Church and William A. Gale}, title = {A comparison of the enhanced {Good--Turing} and deleted estimation methods for estimating probabilities of {E}nglish bigrams}, journal = {Computer Speech and Language}, year = 1991, volume = 5, pages = {19--54} } @article{Church+Hestness:2019, title={A survey of 25 years of evaluation}, author={Church, Kenneth and Hestness, Joel}, journal={Natural Language Engineering}, pages={753-767}, year={2019}, volume = 25 } @book{Churchland:2013, title={Matter and Consciousness}, author={Churchland, Paul M}, year={2013}, edition={3rd}, publisher=mitp } @article{Ciancarini+Favini:2010, title={{M}onte {C}arlo tree search in {Kriegspiel}}, author={Ciancarini, Paolo and Favini, Gian Piero}, journal=aij, volume={174}, _number ={11}, pages={670--684}, year={2010}, publisher={Elsevier} } @book{Ciancarini+Wooldridge:2001, title = "Agent-Oriented Software Engineering", author = "Paolo Ciancarini and Michael Wooldridge", year = "2001", publisher = springer, _address = springer-ad } @inproceedings{Cimatti+al:1998, year = 1998, author = "Alessandro Cimatti and Marco Roveri and Paolo Traverso", title = "Automatic {OBDD}-based generation of universal plans in non-deterministic domains", booktitle = aaai98, _publisher = aaai98-pub, _address = aaai98-ad, _pages = "875--881" } @inproceedings{Claret+al:2013, author = "G. Claret and S. K. Rajamani and A. V. Nori and A. D. Gordon and J. Borgstr{\"o}m", year = "2013", title = "Bayesian inference using data flow analysis", booktitle = "Proc.\ 9th Joint Meeting on Foundations of Software Engineering" } @book{Clark:1998, author = {Andy Clark}, title = {Being There: Putting Brain, Body, and World Together Again}, publisher = {MIT Press}, _address = mit-ad, year = 1998 } @book{Clark:2015, title={Surfing Uncertainty: Prediction, Action, and the Embodied Mind}, author={Clark, Andy}, year={2015}, publisher=oxford } @incollection{Clark:1978, author = "Clark, K. L.", year = "1978", title = "Negation as failure", booktitle = "Logic and Data Bases", editor = "Gallaire, H. and Minker, J.", publisher = plenum, _address = plenum-ad, _pages = "293--322" } @misc{Clark+al:2018, title = {Think you have Solved Question Answering? {Try ARC}, the {AI2} Reasoning Challenge}, author = {Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord}, year = {2018}, howpublished = {arXiv:1803.05457} } @misc{Clark+al:2019, title={{From `F' to `A' on the NY Regents} Science Exams: {An} Overview of the {Aristo} Project}, author={Clark, Peter and Etzioni, Oren and Khot, Tushar and Mishra, Bhavana Dalvi and Richardson, Kyle and others}, year={2019}, howpublished={arXiv:1909.01958} } @inproceedings{Clark+Curran:2004, author = {S. Clark and J. R. Curran}, title = {Parsing the {WSJ} using {CCG} and log-linear models}, booktitle = acl04, _pages = {104-111}, year = 2004 } @book{Clarke:1968b, author = {Arthur C. Clarke}, title = {2001: A Space Odyssey}, publisher = {Signet}, city = {New York}, year = 1968 } @article{Clarke+Grumberg:1987, year = 1987, author = "E. Clarke and O. Grumberg", title = "Research on automatic verification of finite-state concurrent systems", journal = "Annual Review of Computer Science", volume = 2, pages = "269-290" } @book{Clearwater:1996, editor = {S. H. Clearwater}, title = {Market-Based Control}, publisher = {World Scientific}, _address = world-ad, year = 1996 } @book{Clocksin+Mellish:2003, author = "Clocksin, W. F. and Mellish, C. S.", year = "2003", title = {Programming in Prolog}, publisher = springer, _address = springer-ad, edition = "5th" } @book{Clocksin:2003, author = {William F. Clocksin}, title = {Clause and Effect: Prolog Programming for the Working Programmer}, publisher = {Springer}, year = 2003 } @article{Coase:1960, title={The problem of social cost}, author={Coase, Ronald H}, journal={Journal of Law and Economics}, pages ={1--44}, year={1960}, } @Article{Coates+al:2009, author = {Adam Coates and Peter Abbeel and Andrew Y. Ng}, title = {Apprenticeship learning for helicopter control}, journal = acm, year = 2009, volume = 52, number = 7, _pages = {97--105} } @inproceedings{Cobham:1964, author = "Cobham, A.", year = "1964", title = "The intrinsic computational difficulty of functions", booktitle = "Proc.\ International Congress for Logic, Methodology, and Philosophy of Science", _editor = "Bar-Hillel, Yehoshua", _address = "Jerusalem", _publisher = elsevier, _pages = "24--30" } @book{Cohen:1995, author = "Cohen, P. R.", title = "Empirical {M}ethods for {A}rtificial {I}ntelligence", year = 1995, publisher = mit, _address = mit-ad } @article{Cohen+Levesque:1990, author = "Cohen, P. R. and Levesque, H. J.", title = "Intention is choice with commitment", year = 1990, journal = aij, volume = 42, _number = "2--3", pages = "213--261" } @book{Cohen+al:1990, author = "Cohen, P. R. and J. Morgan and M. E. Pollack", title = "Intentions in Communication", publisher = mit, _address = mit-ad, year = 1990 } @article{Cohen+Perrault:1979, author = "Cohen, P. R. and Perrault, C. R.", year = "1979", title = "Elements of a plan-based theory of speech acts", journal = "Cognitive Science", volume = "3", _number = "3", pages = "177--212" } @article{Cohn+al:1997, author = "A. G. Cohn and B. Bennett and J. M. Gooday and N. Gotts", title = "{RCC}: {A} calculus for Region based Qualitative Spatial Reasoning", year = 1997, journal = "GeoInformatica", volume = 1, pages = "275--316" } @article{Collin+al:1999, author = {Zeev Collin and Rina Dechter and Shmuel Katz}, title = {Self-stabilizing Distributed Constraint Satisfaction}, journal = {Chicago J. of Theoretical Computer Science}, volume = {1999}, _number = {115}, year = {1999} } @phdthesis{Collins:1999, author = {Collins, M.}, title = {Head-driven Statistical Models for Natural Language Processing}, school = {University of Pennsylvania}, year = 1999 } @inproceedings{Collins+Duffy:2002, author = {Michael Collins and K. Duffy}, title = {New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron}, booktitle = acl02, year = 2002 } @article{Colmerauer+Roussel:1993, author = "Colmerauer, A. and Roussel, P.", year = "1993", title = "The birth of {P}rolog", journal = "SIGPLAN Notices", volume = "28", _number = "3", month = mar, pages = "37--52" } @techreport{Colmerauer+al:1973, author = "Colmerauer, Alain and Kanoui, Henri and Pasero, Robert and Roussel, Philippe", year = "1973", title = "Un Syst{\`e}me de Communication Homme--Machine en {F}ran{\c{c}}ais", type = "Rapport", institution = "Groupe d'Intelligence Artificielle, Universit\'{e} d'Aix-Marseille~II" } @incollection{Condon+Thompson:1982, author = "Condon, J. H. and Thompson, K.", year = "1982", title = "Belle chess hardware", booktitle = "Advances in Computer Chess~3", editor = "Clarke, M. R. B.", publisher = pergamon, _address = pergamon-ad, _pages = "45--54" } @techreport{Congdon92a, author = {C. B. Congdon and M. Huber and D. Kortenkamp and C. Bidlack and C. Cohen and S. Huffman and F. Koss and U. Raschke and T. Weymouth}, title = {{CARMEL} Versus {F}lakey: A Comparison of Two Robots}, institution = {American Association for Artificial Intelligence}, year = {1992}, _number = {Papers from the AAAI Robot Competition, RC-92-01}, _address = {Menlo Park, CA} } @article{Conlisk:1989, author = {John Conlisk}, title = {Three variants on the {Allais} example}, journal = "American Economic Review", year = 1989, volume = 79, _number = 3, pages = {392--407} } @phdthesis{Connell89a, author = {Connell, J.}, title = {A Colony Architecture for an Artificial Creature}, year = {1989}, school = {Artificial Intelligence Laboratory, MIT}, _address = {Cambridge, MA} } @book{Conway+White:2012, title={Machine Learning for Hackers}, author={Conway, Drew and White, John}, year={2012}, publisher=Oreilly } @inproceedings{Cook:1971, author = "Cook, S. A.", year = "1971", title = "The complexity of theorem-proving procedures", booktitle = stoc71, _publisher = acmp, _address = acm-ad, _pages = "151--158" } @incollection{Cook+Mitchell:1997, author = "Stephen A. Cook and David Mitchell", year = "1997", title = "Finding hard instances of the satisfiability problem: {A} survey", booktitle = "Satisfiability problems: {T}heory and applications", editor = "Du, D. and Gu, J. and Pardalos, P.", publisher = ams, _address = ams-ad } @article{Cooper:1990, author = "Cooper, G.", year = "1990", title = "The computational complexity of probabilistic inference using {B}ayesian belief networks", journal = aij, volume = "42", pages = "393--405" } @article{Cooper+Herskovits:1992, author = "Cooper, G. and Herskovits, E.", year = "1992", title = "A {B}ayesian method for the induction of probabilistic networks from data", journal = ml, volume = "9", pages = "309--347" } @book{Copeland:1993, author = "Copeland, Jack", year = "1993", title = "Artificial Intelligence: A~Philosophical Introduction", publisher = blackwell, _address = blackwell-ad } @misc{Corbett-Davies+Goel:2018, title = {The Measure and Mismeasure of Fairness: {A} Critical Review of Fair Machine Learning}, author = {Sam Corbett{-}Davies and Sharad Goel}, year = {2018}, howpublished = {arXiv:1808.00023} } @misc{Corbett-Davies+al:2017, title = {Algorithmic decision making and the cost of fairness}, author = {Sam Corbett{-}Davies and Emma Pierson and Avi Feller and Sharad Goel and Aziz Huq}, year = {2017}, howpublished = {arXiv:1701.08230} } @book{Cormen+al:2009, author = {Thomas H. Cormen and Charles E. Leiserson and Ronald Rivest and Clifford Stein}, title = {Introduction to Algorithms}, publisher =MITP, year = {2009}, edition = {3rd} } @article{Cortes+Vapnik:1995, author = {Cortes, C. and Vapnik, V. N.}, title = {Support vector networks}, journal = ml, volume = 20, pages = {273--297}, year = 1995 } @book{Cournot:1838, editor = "Augustin Cournot", year = "1838", title = "Recherches sur les principes math{\'e}matiques de la th{\'e}orie des richesses", publisher = "L. Hachette", address = "Paris" } @book{Cover+Thomas:2006, author = {Thomas Cover and Joy Thomas}, title = {Elements of Information Theory}, publisher = {Wiley}, year = 2006, edition = {2nd} } @article{Cowan+Sharp:1988a, author = "Cowan, J. D. and Sharp, D. H.", year = "1988", title = "Neural nets", journal = "Quarterly Reviews of Biophysics", volume = "21", pages = "365--427" } @article{Cowan+Sharp:1988, author = "Cowan, J. D. and Sharp, D. H.", year = "1988", title = "Neural nets and artificial intelligence", journal = "Daedalus", volume = "117", pages = "85--121" } @book{Cowell+al:2002, author = { Robert Cowell and A. Philip Dawid and Steffen Lauritzen and David J. Spiegelhalter}, title = {Probabilistic Networks and Expert Systems}, publisher = {Springer}, year = 2002 } @article{Cox:1993, author = "Cox, I.", year = "1993", title = "A review of statistical data association techniques for motion correspondence", journal = ijcv, volume = "10", pages = "53--66" } @inproceedings{Cox+Hingorani:1994, author = "I. Cox and S. L. Hingorani", year = "1994", title = "An efficient implementation and evaluation of {R}eid's multiple hypothesis tracking algorithm for visual tracking", booktitle = icpr94, month = oct, _publisher = "Int.\ Association for Pattern Recognition (IAPR)", _address = "Jerusalem, Israel", _volume = "1", _pages = "437--442" } @book{Cox90a, editor = "Cox, I. and Wilfong, G. T.", title = "Autonomous Robot Vehicles", publisher = "Springer Verlag", _address = springer-ad, year = "1990" } @article{Cox:1946, author = "Cox, R. T.", year = "1946", title = "Probability, frequency, and reasonable expectation", journal = "American Journal of Physics", volume = "14", _number = "1", pages = "1--13" } @book{Craig89a, author = {Craig, J.}, title = {Introduction to Robotics: Mechanics and Control (2nd edition)}, publisher = AW, year = {1989}, _address = {Reading, MA} } @book{Craik:1943, author = "Craik, Kenneth", year = "1943", title = "The Nature of Explanation", publisher = cambridge, _address = cambridge-ad } @book{cramton:2006a, editor = "P. Cramton and Y. Shoham and R. Steinberg", title = "Combinatorial Auctions", publisher = mitp, year = 2006 } @article{Craven+al:2000, author = "Mark Craven and Dan DiPasquo and Dayne Freitag and Andrew McCallum and Tom M. Mitchell and Kamal Nigam and Se{\'{a}}n Slattery", title = "Learning to Construct Knowledge Bases from the {W}orld {W}ide {W}eb", journal = aij, volume = "118", _number = "1/2", pages = "69--113", year = "2000" } @inproceedings{Crawford+Auton:1993, author = "Crawford, J. M. and Auton, L. D.", year = "1993", title = "Experimental results on the crossover point in satisfiability problems", booktitle = aaai93, _address = aaai93-ad, _publisher = aaai93-pub, month = aaai93-mon, _pages = "21--27" } @article{Crick:1999, title={The impact of molecular biology on neuroscience}, author={Crick, Francis}, journal={Phil.\ Trans.\ Roy.\ Soc., B}, volume={354}, _number ={1392}, pages={2021--2025}, year={1999}, _publisher={The Royal Society} } @article{Crick+Koch:2003, title={A framework for consciousness}, author={Crick, Francis and Koch, Christof}, journal={Nature {N}euroscience}, volume={6}, _number ={2}, pages={119}, year={2003}, publisher={Nature Publishing Group} } @article{Crisan+Doucet:2002, title={A survey of convergence results on particle filtering methods for practitioners}, author={Dan Crisan and Arnaud Doucet}, journal={IEEE Trans. Signal Processing}, year={2002}, volume={50}, pages={736-746} } @book{Cristianini+Hahn:2007, author = {Nello Cristianini and Matthew Hahn}, title = {Introduction to Computational Genomics: A Case Studies Approach}, publisher = {Cambridge University Press}, year = 2007 } @article{Cristianini+Scholkopf:2002, author = "Nello Cristianini and Bernhard Sch{\"o}lkopf", year = "2002", title = "Support vector machines and kernel methods: {T}he new generation of learning machines", journal = aimag, volume = "23", _number = "3", pages = "31--41" } @book{Cristianini+Shawe-Taylor:2000, author = "Nello Cristianini and John Shawe-Taylor", year = "2000", title = "An {I}ntroduction to {S}upport {V}ector {M}achines and {O}ther {K}ernel-{B}ased {L}earning {M}ethods", publisher = cambridge, _address = cambridge-ad } @book{Crockett:1994, author = "Crockett, Larry", year = "1994", title = "The Turing Test and the Frame Problem: {AI}'s Mistaken Understanding of Intelligence", publisher = ablex, _address = ablex-ad } @book{Croft+al:2010, title={Search Engines: Information Retrieval in Practice}, author={Croft, W Bruce and Metzler, Donald and Strohman, Trevor}, _volume={283}, year={2010}, publisher=AW } @incollection{Cross+Walker:1994, author = {Stephen E. Cross and Edward Walker}, title = {{DART}: Applying Knowledge Based Planning and Scheduling to Crisis Action Planning}, booktitle = {Intelligent Scheduling}, _pages = {711--729}, publisher = {Morgan Kaufmann}, _address = morgan-ad, year = 1994, editor = {Monte Zweben and Mark S. Fox} } @book{Cruse:2011, title={Meaning in Language: An Introduction to Semantics and Pragmatics}, author={Cruse, Alan}, publisher=oxford, year={2011} } @incollection{Culberson+Schaeffer:1996, author = "Culberson, J. and Schaeffer, J.", year = "1996", title = "Searching with pattern databases", booktitle = "Advances in Artificial Intelligence (Lecture Notes in Artificial Intelligence 1081)", publisher = springer, _pages = "402--416" } @article{Culberson+Schaeffer:1998, author = "Culberson, J. and Schaeffer, J.", year = "1998", title = "Pattern Databases", journal = ci, volume = 14, _number = 4, pages = "318--334" } @book{Cummins+Allen:1998, author = {Denise Cummins and Colin Allen}, title = {The Evolution of Mind}, publisher = {Oxford University Press}, year = 1998 } @inproceedings{Cushing+al:2007, author = {William Cushing and Subbarao Kambhampati and Mausam and Daniel S. Weld}, title = {When is Temporal Planning {\em Really} Temporal?}, booktitle = ijcai07, year = 2007 } @inproceedings{Cusumano-Towner+al:2019, author = "Cusumano-Towner, M. F. and Saad, F. and Lew, A. K. and Mansinghka, V. K.", year = "2019", title = "Gen: {A} general-purpose probabilistic programming system with programmable inference", booktitle = "PLDI-19" } @techreport{Cybenko:1988, author = "Cybenko, G.", year = "1988", title = "Continuous valued neural networks with two hidden layers are sufficient", institution = "Department of Computer Science, Tufts University", type = "Technical Report", _address = "Medford, Massachusetts" } @article{Cybenko:1989, author = "Cybenko, G.", year = "1989", title = "Approximation by superpositions of a sigmoidal function", journal = "Mathematics of Controls, Signals, and Systems", volume = "2", pages = "303--314" } @incollection{Cyert+DeGroot:1979, author = "Cyert, R. and de Groot, M.", year = "1979", title = "Adaptive utility", editor = "Maurice Allais and Ole Hagen", booktitle = "Expected Utility Hypothesis and the Allais Paradox", publisher = reidel } @inproceedings{Dagan+al:2005, title={The {PASCAL} recognising textual entailment challenge}, author={Dagan, Ido and Glickman, Oren and Magnini, Bernardo}, booktitle={Machine Learning Challenges Workshop}, _pages ={177--190}, year={2005}, _organization={Springer} } @book{Daganzo:1979, author = "Carlos Daganzo", year = "1979", title = "Multinomial {P}robit: {T}he {T}heory and {I}ts {A}pplication to {D}emand {F}orecasting", publisher = academic, _address = academic-ad } @article{Dagum+Luby:1993, author = "Dagum, P. and Luby, M.", year = "1993", title = "Approximating probabilistic inference in {B}ayesian belief networks is {NP}-hard", journal = aij, volume = "60", _number = "1", month = mar, pages = "141--153" } @article{Dagum+Luby:1997, title={An optimal approximation algorithm for {Bayesian} inference}, author={Paul Dagum and Michael Luby}, journal=aij, year={1997}, volume={93}, _issue={1--2}, pages={1--27}, } @inproceedings{Dai:2015, title={Semi-supervised sequence learning}, author={Dai, Andrew M and Le, Quoc V}, booktitle=nips28, _pages ={3079--3087}, year={2016} } @inproceedings{DalalTriggs2005, author = "Dalal, N. and Triggs, B.", title = "Histograms of Oriented Gradients for Human Detection", booktitle = cvpr05, year = "2005", _pages = "886--893" } @article{Dalvi+al:2009, author = {Nilesh N. Dalvi and Christopher R{\'e} and Dan Suciu}, title = {Probabilistic databases}, journal = cacm, volume = {52}, _number = {7}, year = {2009}, pages = {86-94} } @article{Daly+al:2011, author = "Ronan Daly and Qiang Shen and Stuart Aitken", year = "2011", title = "Learning {B}ayesian networks: {A}pproaches and issues", journal = "Knowledge Engineering Review", volume = "26", pages = "99--157" } @book{Damasio:1999, title={The Feeling of What Happens: Body and Emotion in the Making of Consciousness}, author={Damasio, Antonio R}, year={1999}, publisher=houghton } @book{Danaher+al:2017, title={Robot Sex: Social and Ethical Implications}, author={Danaher, John and McArthur, Neil}, year={2017}, publisher=mitp } @article{Dantzig:1949, author = "Dantzig, G. B.", year = "1949", title = "Programming of Interdependent Activities: {II}. {M}athematical Model", journal = "Econometrica", volume = "17", pages = "200--211" } @article{Darwiche:2001, author = "Darwiche, A.", year = "2001", title = "Recursive conditioning", journal = aij, volume = 126, pages = "5-41" } @inproceedings{Darwiche+Ginsberg:1992, author = "Darwiche, A. and Ginsberg, M. L.", year = "1992", title = "A symbolic generalization of probability theory", booktitle = aaai92, _address = aaai92-ad, _publisher = aaai92-pub, month = aaai92-mon, _pages = "622--627" } @book{Darwiche:2009, author = "Adnan Darwiche", year = "2009", title = "Modeling and reasoning with {B}ayesian networks", publisher = cambridge, _address = cambridge-ad } @book{Darwin:1859, author = "Darwin, Charles", year = "1859", title = "On The Origin of Species by Means of Natural Selection", publisher = "J. Murray", _address = "London" } @article{Dasgupta+al:1994, author = "Dasgupta, P. and Chakrabarti, P. P. and de Sarkar, S. C.", year = "1994", title = "Agent searching in a tree and the optimality of iterative deepening", journal = aij, volume = 71, pages = "195--208" } @article{Dasgupta+Maskin:2008, title={On the robustness of majority rule}, author={Dasgupta, Partha and Maskin, Eric}, journal={Journal of the European Economic Association}, volume={6}, _number ={5}, pages={949--973}, year={2008}, publisher={Oxford University Press} } @inproceedings{Dauphin-et-al-NIPS2014-small, author = {Yann Dauphin and Razvan Pascanu and Caglar Gulcehre and Kyunghyun Cho and Surya Ganguli and Yoshua Bengio}, title = {Identifying and attacking the saddle point problem in high-dimensional non-convex optimization}, booktitle = nips27, year = 2015, } @book{Davidson:1980, author = "Davidson, Donald", year = "1980", title = "Essays on Actions and Events", publisher = oxford, _address = oxford-ad } @article{Davidson:1986, title={A nice derangement of epitaphs}, author={Davidson, Donald}, journal={Philosophical {G}rounds of {R}ationality}, volume={4}, pages={157--174}, year={1986}, publisher={Oxford University Press, USA} } @book{Davis:1986, author = "Davis, Ernest", year = "1986", title = "Representing and Acquiring Geographic Knowledge", publisher = pitman-morgan, _address = pitman-morgan-ad } @book{Davis:1990, author = "Davis, Ernest", year = "1990", title = "Representations of Commonsense Knowledge", publisher = morgan, _address = morgan-ad } @article{Davis:2005, author = "Ernest Davis", year = "2005", title = "Knowledge and Communication: A First-Order Theory", journal = aij, volume = "166", pages = "81--140" } @article{Davis:2006, author = {Ernest Davis}, title = {The expressivity of quantifying over regions}, journal = {J.\ Logic and Computation}, year = 2006, volume = 16, pages = {891--916} } @incollection{Davis:2007, author = {Ernest Davis}, title = {Physical Reasoning}, booktitle = {The Handbook of Knowledge Representation}, _pages = {597--620}, publisher = {Elsevier}, year = 2007, editor = {Frank van Harmelan and Vladimir Lifschitz and Bruce Porter} } @article{Davis:2008, author = {Ernest Davis}, title = {Pouring Liquids: A Study in Commonsense Physical Reasoning}, journal = aij, year = 2008, volume = 172, _number = {1540--1578} } @article{Davis:2017, title={Logical formalizations of commonsense reasoning: {A} survey}, author={Davis, Ernest}, journal=jair, volume={59}, pages={651--723}, year={2017} } @article{Davis+Morgenstern:2004, author = {Ernest Davis and Leora Morgenstern}, title = {Introduction: Progress in formal commonsense reasoning}, journal = aij, year = 2004, volume = 153, pages = {1--12} } @article{Davis+Morgenstern:2005, author = {Ernest Davis and Leora Morgenstern}, title = {A First-Order Theory of Communication and Multi-Agent Plans}, journal = {J.\ Logic and Computation}, year = 2005, volume = 15, _number = 5, pages = {701--749} } @inproceedings{Davis:1957, author = "Davis, M.", year = "1957", title = "A computer program for {P}resburger's algorithm", booktitle = "Proving Theorems (as Done by Man, Logician, or Machine)", _publisher = crdida, _address = "Cornell University, Ithaca, New York", _editor = "Robinson, Abraham", _pages = "215--233", note = "Proc.\ Summer Institute for Symbolic Logic. Second edition; publication date is 1960." } @article{Davis+al:1962, author = "Davis, M. and Logemann, G. and Loveland, D.", title = "A machine program for theorem-proving", year = 1962, journal = cacm, volume = 5, pages = "394--397" } @article{Davis+Putnam:1960, author = "Davis, M. and Putnam, H.", year = "1960", title = "A computing procedure for quantification theory", journal = jacm, volume = "7", _number = "3", pages = "201--215" } @article{Dayan:1992, author = "Dayan, P.", year = "1992", title = "The convergence of {{TD}($\lambda$)} for general $\lambda$", journal = ml, volume = "8", _number = "3--4", month = may, pages = "341--362" } @book{Dayan+Abbott:2001, title = "Theoretical Neuroscience: {C}omputational and Mathematical Modeling of Neural Systems", author = "Dayan, P. and Abbott, L. F.", year = "2001", publisher = mit, _address = mit-ad } @inproceedings{Dayan+Hinton:1993, author = "Dayan, Peter and Hinton, Geoffrey E.", year = "1993", title = "Feudal Reinforcement Learning", booktitle = nips5, _editor = "Hanson, Stephen Jose and Cowan, Jack D. and Giles, C. Lee", _publisher = morgan, _address = morgan-ad, _pages = "361-368" } @article{Dayan+Niv:2008, author = "Peter Dayan and Yael Niv", year = "2008", title = "Reinforcement learning and the brain: {T}he Good, The Bad and The Ugly", journal = "Current Opinion in Neurobiology", volume = "18", _number = "2", pages = "185--196" } @book{Condorcet:1785, year={1785}, author = {Marquis de Condorcet}, title = {Essay on the Application of Analysis to the Probability of Majority Decisions}, publisher = {Imprimerie Royale} } @article{DeDombal+al:1974, author = "de Dombal, F. T. and Leaper, D. J. and Horrocks, Jane C. and Staniland, John R.", year = "1974", title = "Human and computer-aided diagnosis of abdominal pain: {F}urther report with emphasis on performance of clinicians", journal = "British Medical Journal", volume = "1", pages = "376--380" } @article{DeDombal+al:1981, author = "de Dombal, F. T. and Staniland, J. R. and Clamp, Susan E.", year = "1981", title = "Geographical variation in disease presentation", journal = "Medical Decision Making", volume = "1", pages = "59--69" } @article{Farias+VanRoy:2003, author = "D. P. de Farias and B. Van Roy", year = "2003", title = "The Linear Programming Approach to Approximate Dynamic Programming", journal = "Operations Research", volume = "51", pages = "839--1016" } @article{DeFinetti:1937, author = "de Finetti, Bruno", year = "1937", title = "Le pr{\'e}vision: ses lois logiques, ses sources subjectives", journal = "Ann. Inst. Poincar{\'e}", volume = "7", pages = "1--68" } @incollection{deFinetti:1993, author = {de Finetti, Bruno}, title = {On the Subjective Meaning of Probability}, booktitle = {Probabilita e Induzione}, _pages = {291--321}, publisher = {Clueb}, year = 1993, editor = {Paola Monari and Daniela Cocchi} } @article{deFreitas+al:1999, author = "J. F. G. de Freitas and M. Niranjan and A. H. Gee", year = "2000", title = {Sequential {M}onte {C}arlo methods to train neural network models}, journal = nc, volume = "12", _number = "4", pages = "933--953" } @article{DeGhellinck:1960, author = "de Ghellinck, G.", year = "1960", title = "Les probl{\`e}mes de d{\'e}cisions s{\'e}quentielles", journal = "Cahiers du Centre d'{\'E}tudes de Recherche Op{\'e}rationnelle", volume = "2", pages = "161--179" } @techreport{DeKleer:1975, author = "de Kleer, J.", year = "1975", title = "Qualitative and quantitative knowledge in classical mechanics", institution = "MIT Artificial Intelligence Laboratory", _number = "AI-TR-352" } @inproceedings{DeKleer:1989, author = "de Kleer, J.", year = "1989", title = "A comparison of {{ATMS}} and {CSP} techniques", booktitle = ijcai89, _address = ijcai89-ad, _publisher = ijcai89-pub, month = ijcai89-mon, _volume = "1", _pages = "290--296" } @incollection{DeKleer+Brown:1985, author = "de Kleer, J. and Brown, John Seely", year = "1985", title = "A~qualitative physics based on confluences", booktitle = ftcw, editor = ftcw-ed, publisher = ftcw-pub, _address = ftcw-ad, _chapter = "4", _pages = "109--183" } @phdthesis{deMarcken:1996, author = {Carl de Marcken}, title = {Unsupervised Language Acquisition}, school = {MIT}, year = 1996 } @article{DeMorgan:1864, author = "De~Morgan, Augustus", year = "1864", title = "On the syllogism, {N}o.\ {IV}, and on the logic of relations", journal = "Transaction of the Cambridge Philosophical Society", volume = "X", pages = "331--358" } @INCOLLECTION{Braz+al:2007, AUTHOR = {de Salvo Braz, Rodrigo and Eyal Amir and Dan Roth}, EDITOR = {Lise Getoor and Ben Taskar}, BOOKTITLE = {Introduction to Statistical Relational Learning}, TITLE = {Lifted First-Order Probabilistic Inference}, PUBLISHER = mit, YEAR = 2007 } @book{Deacon:1997, author = "Deacon, Terrence William", year = "1997", title = "The {S}ymbolic {S}pecies: {T}he {C}o-evolution of {L}anguage and the {B}rain", publisher = norton, _address = norton-ad } @incollection{Deale+al:1994, author = {M. Deale and M. Yvanovich and D. Schnitzius and D. Kautz and M. Carpenter and M. Zweben and G. Davis and B. Daun}, editor = {Monte Zweben and Mark Fox}, booktitle = {Intelligent Scheduling}, title = {The Space Shuttle Ground Processing Scheduling System}, publisher = morgan, _address = morgan-ad, year = 1994, _pages = {423--449} } @article{Dean+al:2018, title={A New Golden Age in Computer Architecture: {Empowering} the Machine-Learning Revolution}, author={Jeff Dean and David A. Patterson and Cliff Young}, journal={IEEE Micro}, year={2018}, volume={38}, pages={21-29} } @inproceedings{Dean+al:1990, author = "Dean, T. and Basye, K. and Chekaluk, R. and Hyun, S.", year = "1990", title = "Coping with uncertainty in a control system for navigation and exploration", _address = aaai90-ad, booktitle = aaai90, _publisher = aaai90-pub, month = aaai90-mon, _volume = "2", _pages = "1010--1015" } @inproceedings{Dean+Boddy:1988, author = "Dean, T. and Boddy, Mark", year = "1988", title = "An analysis of time-dependent planning", booktitle = aaai88, _address = aaai88-ad, _publisher = aaai88-pub, month = aaai88-mon, _pages = "49--54" } @article{Dean+al:1989, author = "Dean, T. and Firby, R. J. and Miller, D.", year = "1990", title = "Hierarchical planning involving deadlines, travel time, and resources", journal = ci, volume = "6", _number = "1", pages = "381--398" } @inproceedings{Dean+al:1993, author = "Dean, T. and Kaelbling, L. P. and Kirman, J. and Nicholson, A.", year = "1993", title = "Planning with deadlines in stochastic domains", booktitle = aaai93, _address = aaai93-ad, _publisher = aaai93-pub, month = aaai93-mon, _pages = "574--579" } @inproceedings{Dean+Kanazawa:1989b, author = {Dean, T. and Kanazawa, K.}, title = {A model for projection and action}, booktitle = ijcai89, _address = ijcai89-ad, _publisher = ijcai89-pub, month = ijcai89-mon, year = 1989, _pages = "985--990" } @inproceedings{Dean+Kanazawa:1989b, author = {Dean, T. and Kanazawa, K.}, title = {A model for projection and action}, booktitle = ijcai89, _address = ijcai89-ad, _publisher = ijcai89-pub, month = ijcai89-mon, year = 1989, _pages = "985--990" } @book{Dean+Wellman:1991, author = "Dean, Thomas and Wellman, M. P.", year = "1991", title = "Planning and Control", publisher = morgan, _address = morgan-ad } @inproceedings{Dearden+al:1999, author = "Dearden, R. and Friedman, N. and Andre, D.", year = "1999", title = "Model-Based {B}ayesian Exploration", booktitle = uai99, _address = uai99-ad, _publisher = uai99-pub, month = uai99-mon } @inproceedings{Dearden+al:1998, author = "Dearden, R. and Friedman, N. and Russell, S. J.", year = "1998", title = "Bayesian {Q}-learning", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon } @inproceedings{Debevec+al:1996, author = {P. Debevec and C. Taylor and Malik, J.}, title = {Modeling and rendering architecture from photographs: {A} hybrid geometry- and image-based approach}, booktitle = {Proc.\ 23rd Annual Conference on Computer Graphics ({SIGGRAPH})}, year = {1996}, _pages = {11-20}, month = {August}, city = {New Orleans, LA} } @incollection{Debreu:1960, author = "Debreu, G.", year = "1960", title = "Topological methods in cardinal utility theory", booktitle = "Mathematical Methods in the Social Sciences, 1959", editor = "Arrow, K. J. and Karlin, S. and Suppes, P.", publisher = stanford, _address = stanford-ad } @inproceedings{Dechter+Dechter:1987, title={Removing Redundancies in Constraint Networks}, year={1987}, author={Avi Dechter and Rina Dechter}, booktitle=aaai87} } @article{Dechter:1990b, author = {Dechter, R.}, title = {Enhancement schemes for constraint processing: Backjumping, learning and cutset decomposition}, journal = aij, year = 1990, volume = 41, pages = {273--312} } @inproceedings{Dechter:1990, author = {Dechter, R.}, title = {On the expressiveness of networks with hidden variables}, booktitle = aaai90, _address = aaai90-ad, _publisher = aaai90-pub, year = 1990, _pages = {379--385} } @article{Dechter:1999, author = "Dechter, R.", year = "1999", title = "Bucket elimination: {A} unifying framework for reasoning", journal = aij, volume = "113", pages = "41--85" } @article{Dechter+Pearl:1985, author = "Dechter, R. and Pearl, J.", year = "1985", title = "Generalized best-first search strategies and the optimality of {A*}", journal = jacm, volume = "32", _number = "3", month = jul, pages = "505--536" } @article{Dechter+Pearl:1987, author = "Dechter, R. and Pearl, J.", year = "1987", title = "Network-based heuristics for constraint-satisfaction problems", journal = aij, volume = "34", _number = "1", pages = "1--38" } @article{Dechter+Pearl:1989, author = "Dechter, R. and Pearl, J.", year = "1989", title = "Tree clustering for constraint networks", journal = aij, volume = "38", _number = "3", pages = "353--366" } @article{Dechter+Rish:2003, author = "Dechter, R. and Rish, I.", year = "2003", title = "Mini-Buckets: {A} General Scheme for Bounded Inference", journal = jacm, volume = "50", pages = "107--153" } @book{Dechter:2003, author = {Rina Dechter}, title = {Constraint Processing}, publisher = {Morgan Kaufmann}, year = 2003 } @book{Dechter:2019, author = "Rina Dechter", year = "2019", title = "Reasoning with Probabilistic and Deterministic Graphical Models: {E}xact Algorithms", edition = "2nd", publisher = "Morgan \& Claypool" } @article{Dechter+Frost:2002, author = {Rina Dechter and Daniel Frost}, title = {Backjump-based backtracking for constraint satisfaction problems}, journal = aij, year = 2002, volume = 136, _number = 2, pages = {147--188} } @article{Dechter+Mateescu:2007, author = {Rina Dechter and Robert Mateescu}, title = {{{AND}/{OR}} Search Spaces for Graphical Models}, journal = aij, year = 2007, volume = 171, _number = {2--3}, pages = {73--106} } @article{DeCoste+Scholkopf:2002, author = {D. DeCoste and B. Sch{\"o}lkopf}, title = {Training invariant support vector machines}, journal = ml, year = 2002, volume = 46, _number = 1, pages = {161--190} } @book{Dedekind:1888, author = "R. Dedekind", title = "Was sind und was sollen die Zahlen", year = 1888, publisher = "Braunschweig, Germany" } @article{Deerwester+al:1990, author = "Scott C. Deerwester and Susan T. Dumais and Thomas K. Landauer and George W. Furnas and Richard A. Harshman", title = "Indexing by Latent Semantic Analysis", journal = "J.\ American Society for Information Science", volume = "41", _number = "6", pages = "391-407", year = "1990" } @book{DeGroot:1970, author = "DeGroot, Morris H.", year = "1970", title = "Optimal Statistical Decisions", publisher = mcgraw, _address = mcgraw-ad } @book{DeGroot+Schervish:2001, author = {Morris H. DeGroot and Mark J. Schervish}, title = {Probability and Statistics}, publisher = {Addison Wesley}, year = 2001, edition = {3rd} } @book{Dehaene:2014, title={Consciousness and the Brain: Deciphering How the Brain Codes Our Thoughts}, author={Dehaene, Stanislas}, year={2014}, publisher=penguin } @article{DelMoral+al:2006, author = "Del Moral, P. and Doucet, A. and Jasra, A.", year = "2006", title = "Sequential {M}onte {C}arlo Samplers", journal = royalstats, volume = "68", _number = "3", pages = "411--436" } @book{DelMoral:2004, author = "Del Moral, Pierre", year = "2004", title = "{Feynman--Kac} Formulae, Genealogical and Interacting Particle Systems with Applications", publisher = springer, _address = springer-ad } @inproceedings{Delgrande+Schaub:2003, author = {J. Delgrande and T. Schaub}, title = {On the relation between {R}eiter's default logic and its (major) variants}, booktitle = {Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty}, year = 2003, _pages = {452--463} } @incollection{Delling+al:2009, author = {Daniel Delling and Peter Sanders and Dominik Schultes and Dorothea Wagner}, title = {Engineering Route Planning Algorithms}, year = {2009}, booktitle = {Algorithmics, LNCS}, _pages = {117--139}, publisher = SV, editor = {J. Lerner and D. Wagner and K.A. Zweig}, } @article{Dempster:1968, author = "Dempster, A. P.", year = "1968", title = "A~generalization of {B}ayesian inference", journal = royalstats, volume = "30~(Series~B)", pages = "205--247" } @article{Dempster+al:1977, author = "Dempster, A. P. and Laird, N. and Rubin, D.", year = "1977", title = "Maximum likelihood from incomplete data via the {EM} algorithm", journal = royalstats, volume = "39~(Series~B)", pages = "1--38" } @article{Denardo:1967, author = "Denardo, Eric V.", year = "1967", title = "Contraction Mappings in the Theory Underlying Dynamic Programming", journal = "{SIAM} Review", volume = "9", pages = "165--177" } @inproceedings{Deng+al:2009, title={Imagenet: A large-scale hierarchical image database}, author={Deng, Jia and Dong, Wei and Socher, Richard and Li, Li-Jia and Li, Kai and Fei-Fei, Li}, booktitle=cvpr09, _pages={248--255}, year={2009}, _organization={Ieee} } @book{Yu+Deng:2016, title={Automatic Speech Recognition}, author={Yu, Dong and Deng, Li}, year={2016}, publisher=springer } @article{Deng+Yu:2014, title={Deep learning: {Methods} and applications}, author={Deng, Li and Yu, Dong and others}, journal={Foundations and Trends in Signal Processing}, volume={7}, _number ={3--4}, pages={197--387}, year={2014}, publisher={Now Publishers, Inc.} } @inproceedings{Deng+Papadimitriou:1990, author = "Deng, X. and Papadimitriou, C. H.", year = "1990", title = "Exploring an unknown graph", booktitle = focs90, _address = "St. Louis", _publisher = ieeecs, month = oct, _pages = "355-361" } @article{deng:94, author = {X. Deng and C. H. Papadimitriou}, year = {1994}, title = {On the complexity of cooperative solution concepts}, journal = {Mathematics of Operations Research}, volume={19}, _number ={2}, pages={257--266} } @article{Denney+al:2006, author = {Ewen Denney and Bernd Fischer and Johann Schumann}, title = {An Empirical Evaluation of Automated Theorem Provers in Software Certification}, journal = {Int.\ J.\ AI Tools}, year = 2006, volume = 15, _number = 1, pages = {81--107}, month = {Feb.} } @article{DEpenoux:1963, author = "D'{\'E}penoux, F.", year = "1963", title = "A probabilistic production and inventory problem", journal = "A probabilistic production and inventory problem", volume = "10", pages = "98--108" } @misc{Dervovic+al:2018, title={Quantum linear systems algorithms: {A} primer}, author={Danial Dervovic and Mark Herbster and Peter Mountney and Simone Severini and Na{\"i}ri Usher and Leonard Wossnig}, year={2018}, howpublished={arXiv:1802.08227} } @incollection{Descartes:1637, author = {Ren\'{e} Descartes}, title = {Discourse on Method}, booktitle = {The Philosophical Writings of Descartes}, publisher = {Cambridge University Press}, address = cambridge-ad, year = 1637, editor = {John Cottingham and Robert Stoothoff and Dugald Murdoch}, volume = {I} } @article{Descotte+Latombe:1985, author = "Descotte, Y. and Latombe, J.-C.", year = "1985", title = "Making compromises among antagonist constraints in a planner", journal = aij, volume = "27", month = nov, pages = "183--217" } @inproceedings{aschwing, title={Max-Sliced {Wasserstein} Distance and its use for {GANs}},author={I. Deshpande and Y-T. Hu and R. Sun and A. Pyrros and N. Siddiqui and S. Koyejo and Z. Zhao and D. Forsyth and A. Schwing}, booktitle=cvpr19, year=2019,} @book{Deutscher:2010, title={Through the Language Glass: Why the World Looks Different in Other Languages}, author={Deutscher, Guy}, year={2010}, publisher={Metropolitan Books} } @misc{Devlin:2018b, title={Bert: {Pre-training} of deep bidirectional transformers for language understanding}, author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina}, year={2018}, howpublished={arXiv:1810.04805} } @book{Devlin:2018, title={Turned On: Science, Sex and Robots}, author={Devlin, Kate}, year={2018}, publisher={Bloomsbury} } @book{Devroye:1987, title = "A course in density estimation", author = "Luc Devroye", year = "1987", publisher = birkhauser, _address = birkhauser-ad } @article{Dias+al:2006, title={Market-Based Multirobot Coordination: {A} Survey and Analysis}, author={M. Bernardine Dias and Robert Zlot and Nidhi Kalra and Anthony Stentz}, journal={Proc.\ IEEE}, year={2006}, volume={94}, pages={1257-1270} } @inproceedings{Dickmanns+Zapp:1987, author = "Dickmanns, E. D. and Zapp, A.", year = "1987", title = "Autonomous high speed road vehicle guidance by computer vision", booktitle = "Automatic Control---World Congress, 1987: Selected Papers from the 10th Triennial World Congress of the International Federation of Automatic Control", _editor = "Isermann, R.", _address = "Munich", _publisher = pergamon, month = jul, _pages = "221--226" } @article{Dietterich:2000, author = "Thomas Dietterich", title = "Hierarchical Reinforcement Learning with the {MAXQ} Value Function Decomposition", journal = jair, volume = "13", pages = "227-303", year = "2000" } @article{Dijkstra:1959, author = "Dijkstra, Edsger W.", year = "1959", title = "A note on two problems in connexion with graphs", journal = "Numerische Mathematik", volume = "1", pages = "269--271" } @inproceedings{Dijkstra:1984, author = {Edsger W. Dijkstra}, title = {The threats to computing science}, booktitle = {{ACM} South Central Regional Conference}, year = 1984, month = {Nov.} } @article{Ding+al:2018, title={A deep learning model to predict a diagnosis of Alzheimer disease by using {18F-FDG PET} of the brain}, author={Ding, Yiming and Sohn, Jae Ho and Kawczynski, Michael G and Trivedi, Hari and Harnish, Roy and Jenkins, Nathaniel W and Lituiev, Dmytro and Copeland, Timothy P and Aboian, Mariam S and Mari Aparici, Carina and others}, journal={Radiology}, pages={180958}, year={2018}, publisher={Radiological Society of North America} } @inproceedings{Dinh+al:2007, author = "Dinh, H. and Russell, A. and Su, Y.", year = "2007", title = "On the value of good advice: {T}he complexity of {A*} with accurate heuristics", booktitle = aaai07, _address = aaai07-ad, _publisher = aaai07-pub, month = aaai07-mon } @article{Dissanayake01a, author = {Dissanayake, G. and Newman, P. and Clark, S. and Durrant-Whyte, H. and Csorba, M.}, title = {A Solution to the Simultaneous Localisation and Map Building {(SLAM)} Problem}, journal = "{IEEE} Transactions on Robotics and Automation", year = {2001}, volume = {17}, _number = {3}, pages = {229--241} } @inproceedings{Dittmer+Jensen:1997, author = "S. Dittmer and F. Jensen", year = "1997", title = "Myopic value of information in influence diagrams", booktitle = uai97 } @article{Do+Kambhampati:2003, author = {Minh Do and Subbarao Kambhampati}, title = {Planning as constraint satisfaction: solving the planning graph by compiling it into {CSP}}, journal = aij, year = 2003, volume = 132, _number = 2, pages = {151--182} } @inproceedings{Do+Rao:2001, author = {Minh B. Do and Subbarao Kambhampati}, title = {Sapa: {A} Domain-Independent Heuristic Metric Temporal Planner}, booktitle = ecp01, _publisher = springer, _address = "Toledo, Spain", year = 2001 } @Unpublished{Doctorow:2001, author = {Cory Doctorow}, title = {Metacrap: Putting the torch to seven straw-men of the meta-utopia}, note = {{www.well.com/~doctorow/metacrap.htm}}, month = {August}, year = 2001 } @book{Doctorow+Stross:2012, title={The Rapture of the Nerds: A Tale of the Singularity, Posthumanity, and Awkward Social Situations}, author={Doctorow, Cory and Stross, Charles}, year={2012}, publisher={Tor Books} } @techreport{Dodd:1988, title={The inside/outside algorithm: {Grammatical} inference applied to stochastic context-free grammars}, author={Dodd, Lorraine}, year={1988}, institution={Royal Signals and Radar Establishment, Malvern} } @article{Domingos+Pazzani:1997, author = "Domingos, P. and Pazzani, M.", title = "On the optimality of the simple {B}ayesian classifier under zero--one loss", year = 1997, journal = ml, volume = 29, pages = "103-30" } @article{Domingos:2012, author = {Pedro Domingos}, title = {A few useful things to know about machine learning}, journal = {Commun. {ACM}}, volume = {55}, number = {10}, pages = {78--87}, year = {2012}, _url = {doi.acm.org/10.1145/2347736.2347755}, doi = {10.1145/2347736.2347755}, timestamp = {Thu, 07 May 2015 20:04:46 +0200}, _biburl = {dblp.org/rec/bib/journals/cacm/Domingos12}, bibsource = {dblp computer science bibliography, dblp.org} } @book{Domingos:2015, title={The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World}, author={Domingos, Pedro}, year={2015}, publisher=basic } @inproceedings{Dong+al:2014, title={Knowledge vault: A web-scale approach to probabilistic knowledge fusion}, author={Dong, Xin and Gabrilovich, Evgeniy and Heitz, Geremy and Horn, Wilko and Lao, Ni and Murphy, Kevin and Strohmann, Thomas and Sun, Shaohua and Zhang, Wei}, booktitle=kdd14, _pages={601--610}, year={2014}, _organization={ACM} } @inproceedings{Doorenbos:1994, author = {R.B. Doorenbos}, title = {Combining left and right unlinking for matching a large number of learned rules}, booktitle = aaai94, year = 1994, _publisher = {AAAI Press} } @article{Doran+Michie:1966, author = "Doran, J. and Michie, D.", year = "1966", title = "Experiments with the graph traverser program", journal = "Proc.\ Roy.\ Soc.", volume = "294, Series A", pages = "235--259" } @book{Dorf+Bishop:2004, title = "Modern Control Systems", author = "Richard C. Dorf and Robert H. Bishop", year = "2004", publisher = prentice, _address = prentice-ad, edition = "10th" } @book{Dorigo+al:2008, title={Ant Colony Optimization and Swarm Intelligence: 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008, Proceedings}, author={Dorigo, Marco and Birattari, Mauro and Blum, Christian and Clerc, Maurice and St{\"u}tzle, Thomas and Winfield, Alan}, volume={5217}, year={2008}, publisher=springer } @misc{Doshi-Velez+Kim:2017, title={Towards A Rigorous Science of Interpretable Machine Learning}, author={Finale Doshi-Velez and Been Kim}, year={2017}, howpublished={arXiv:1702.08608}, } @phdthesis{Doucet:1997, title = "{M}onte {C}arlo methods for {B}ayesian estimation of hidden {M}arkov models: {A}pplication to radiation signals", year = "1997", author = "Doucet, A", school = "Universit\'{e} de Paris-Sud", _address = "Orsay, France" } @book{Doucet+al:2001, author = "Arnaud Doucet and Joao F. G. de Freitas and Neil Gordon", title = "Sequential {M}onte {C}arlo Methods in Practice", publisher = springer, _address = springer-ad, year = 2001 } @inproceedings{Doucet+al:2000, author = "Arnaud Doucet and Joao F. G. de Freitas and Kevin Murphy and Stuart J. Russell", title = "Rao-{B}lackwellised Particle Filtering for Dynamic {B}ayesian Networks", year = 2000, booktitle = uai00, _publisher = uai00-pub, _address = uai00-ad } @incollection{Doucet+Johansen:2011, title={A tutorial on particle filtering and smoothing: Fifteen years later}, author={Arnaud Doucet and Adam M Johansen}, editor={Dan Crisan and Boris Rozovskii}, booktitle={Oxford Handbook of Nonlinear Filtering}, publisher={Oxford}, year={2011}, _pages ={656--704}, } @book{Dowty+al:1991, author = "David Dowty and R. Wall and Stanley Peters", title = "Introduction to {M}ontague Semantics", publisher = reidel, _address = reidel-ad, year = 1991 } @article{Doyle:1979, author = "Doyle, J.", title = "A Truth Maintenance System", journal = aij, year = 1979, volume = 12, _number = 3, pages = "231-272" } @article{Doyle:1983, author = "Doyle, J.", year = "1983", title = "What is rational psychology? {T}oward a modern mental philosophy", journal = aimag, volume = "4", _number = "3", pages = "50--53" } @inproceedings{Drabble:1990, author = "Drabble, B.", title = "Mission scheduling for spacecraft: Diaries of {\sc T-Sched}", booktitle = "Expert Planning Systems", year = "1990", organization = "Institute of Electrical Engineers", _address = "Brighton, UK", _pages = "76--81" } @inproceedings{dragan2013legibility, title={Legibility and predictability of robot motion}, author={Dragan, Anca D and Lee, Kenton CT and Srinivasa, Siddhartha}, booktitle=hri13, _pages={301--308}, year={2013}, _organization={IEEE Press} } @inproceedings{Dredze+al:2008, author = {M. Dredze and K. Crammer and F. Pereira}, title = {Confidence-weighted linear classification}, booktitle = icml08, _pages = {264--271}, year = 2008 } @article{Dressel+Farid:2018, title={The accuracy, fairness, and limits of predicting recidivism}, author={Dressel, Julia and Farid, Hany}, journal={Science Advances}, volume={4}, _number ={1}, pages={eaao5580}, year={2018}, publisher={American Association for the Advancement of Science} } @book{Dreyfus:1972, author = "Dreyfus, Hubert L.", year = "1972", title = "What Computers Can't Do: A Critique of Artificial Reason", publisher = harper, _address = harper-ad } @book{Dreyfus:1992, author = "Dreyfus, Hubert L.", year = "1992", title = "What Computers Still Can't Do: A~Critique of Artificial Reason", publisher = mit, _address = mit-ad } @book{Dreyfus+Dreyfus:1986, author = "Dreyfus, Hubert L. and Dreyfus, Stuart E.", year = "1986", title = "Mind over Machine: The Power of Human Intuition and Expertise in the Era of the Computer", publisher = blackwell, _address = blackwell-ad } @book{Bellman+Dreyfus:1962, author = "Bellman, Richard E. and Stuart E. Dreyfus", year = "1962", title = "Applied Dynamic Programming", publisher = princeton, _address = princeton-ad } @article{Dreyfus:1969, author = "Dreyfus, Stuart E.", year = "1969", title = "An appraisal of some shortest-paths algorithms", journal = "Operations Research", volume = "17", pages = "395--412" } @article{Dreyfus:1990, author = "Dreyfus, Stuart E.", year = "1990", title = "Artificial neural networks, back propagation, and the {K}elley--{B}ryson gradient procedure", journal = "J. Guidance, Control, and Dynamics", volume = "13", pages = "926--928" } @misc{Du+al:2018, title={Gradient descent finds global minima of deep neural networks}, author={Simon S. Du and Jason D. Lee and Haochuan Li and Liwei Wang and Xiyu Zhai}, year={2018}, howpublished={arXiv:1811.03804} } @article{Dubois+Prade:1994, author = "Dubois, D. and Prade, H.", year = "1994", title = "A survey of belief revision and updating rules in various uncertainty models", journal = "Int.\ J.\ Intelligent Systems", volume = "9", _number = "1", month = jan, pages = "61--100" } @book{Duda+Hart:1973, author = "Richard O. Duda and Peter E. Hart", year = "1973", title = "Pattern classification and scene analysis", publisher = wiley, _address = wiley-ad } @book{Duda+al:2001, author = {Richard O. Duda and Peter E. Hart and David G. Stork}, title = {Pattern Classification}, publisher = {Wiley}, edition = {2nd}, _address = wiley-ad, year = 2001 } @book{Dudek00a, author = {Dudek, G. and Jenkin, M.}, title = {Computational Principles of Mobile Robotics}, publisher = {Cambridge University Press}, year = {2000}, _address = {Cambridge CB2 2RU, UK} } @book{Duffy:1991, author = {David Duffy}, title = {Principles of Automated Theorem Proving}, publisher = {John Wiley \& Sons}, year = 1991 } @article{Dunn:1946, author = "Dunn, Halbert L.", year = "1946", title = "Record Linkage''", journal = "Am.~J.~Public Health", volume = "36", _number = "12", pages = "1412--1416" } @incollection{Durfee+Lesser:1989, author = {E. H. Durfee and V. R. Lesser}, title = {Negotiating task decomposition and allocation using partial global planning}, booktitle = {Distributed {AI}}, publisher = {Morgan Kaufmann}, _address = morgan-ad, year = 1989, editor = {M. Huhns and L. Gasser}, volume = 2 } @inproceedings{Durme+Pasca:2008, author = {Benjamin Van Durme and Marius Pasca}, title = {Finding Cars, Goddesses and Enzymes: Parametrizable Acquisition of Labeled Instances for Open-Domain Information Extraction}, booktitle = aaai08, year = {2008}, _pages = {1243-1248} } @inproceedings{Dwork:2008, title={Differential privacy: A survey of results}, author={Dwork, Cynthia}, booktitle={International Conference on Theory and Applications of Models of Computation}, _pages={1--19}, year={2008}, _organization={Springer} } @inproceedings{Dwork+al:2012, title={Fairness through awareness}, author={Dwork, Cynthia and Hardt, Moritz and Pitassi, Toniann and Reingold, Omer and Zemel, Richard}, booktitle={Proc.\ 3rd innovations in theoretical computer science conference}, _pages={214--226}, year={2012}, _organization={ACM} } @article{Dwork+al:2014, title={The algorithmic foundations of differential privacy}, author={Dwork, Cynthia and Roth, Aaron and others}, journal={Foundations and Trends in Theoretical Computer Science}, volume={9}, _number ={3--4}, pages={211--407}, year={2014}, publisher={Now Publishers, Inc.} } @article{Dyson:2004, title={A meeting with {Enrico Fermi}}, author={Dyson, Freeman}, journal={Nature}, volume={427}, _number ={6972}, pages={297}, year={2004}, publisher={Nature Publishing Group} } @book{Dyson:1998, author = {George Dyson}, title = {Darwin among the machines : the evolution of global intelligence}, publisher = {Perseus Books}, year = 1998 } @article{Earley:1970, author = "Earley, Jay", year = "1970", title = "An efficient context-free parsing algorithm", journal = cacm, volume = "13", _number = "2", pages = "94--102" } @article{Ebendt+Drechsler:2009, title={Weighted {A*} search--unifying view and application}, author={Ebendt, R{\"u}diger and Drechsler, Rolf}, journal=aij, volume={173}, _number ={14}, pages={1310--1342}, year={2009}, publisher={Elsevier} } @inproceedings{Eckerle+al:2017, title={Sufficient conditions for node expansion in bidirectional heuristic search}, author={Eckerle, J{\"u}rgen and Chen, Jingwei and Sturtevant, Nathan R and Zilles, Sandra and Holte, Robert C}, booktitle=icaps17, year={2017} } @article{Eckhouse+al:2019, title={Layers of bias: {A} unified approach for understanding problems with risk assessment}, author={Eckhouse, Laurel and Lum, Kristian and Conti-Cook, Cynthia and Ciccolini, Julie}, journal={Criminal Justice and Behavior}, volume={46}, _number ={2}, pages={185--209}, year={2019}, publisher={SAGE Publications Sage CA: Los Angeles, CA} } @inproceedings{Edelkamp:2009, author = {Stefan Edelkamp}, title = {Scaling Search with Symbolic Pattern Databases}, booktitle = {Model Checking and Artificial Intelligence ({MOCHART})}, _pages = {49--65}, year = 2009 } @book{Edelkamp+Schrodl:2012, author = {Stefan Edelkamp and Stefan Schr\"odl}, title = {Heuristic Search}, year = 2012, publisher = MK, } @article{Edmonds:1965, author = "Edmonds, J.", year = "1965", title = "Paths, trees, and flowers", journal = "Canadian J. of Mathematics", volume = "17", pages = "449--467" } @book{Edwards:1967, editor = "Edwards, Paul", year = "1967", title = "The Encyclopedia of Philosophy", publisher = macmillan, _address = macmillan-ad } @inproceedings{Eiter+al:1998, author = {T. Eiter and N. Leone and C. Mateis and G. Pfeifer and F. Scarcello}, title = {The {KR} System dlv: {P}rogress Report, Comparisons and Benchmarks}, booktitle = kr98, _address = {Trento, Italy}, _pages = {406--417}, year = 1998, _editor = {A. Cohn and L. Schubert and S. Shapiro} } @book{Elio:2002, editor = "Ren{\'e}e Elio", year = "2002", title = "Common Sense, Reasoning, and Rationality", publisher = oxford, _address = oxford-ad } @techreport{Elkan:1997, author = "C. Elkan", title = "Boosting and Naive {B}ayesian learning", institution = "Department of Computer Science and Engineering, University of California, San Diego", year = "1997" } @phdthesis{Ellsberg:1962, author = "Daniel Ellsberg", year = "1962", title = "Risk, Ambiguity, and Decision", school = "Harvard University", _address = harvard-ad } @article{Elman:1990, author = "Jeffrey L. Elman", title = "Finding structure in time", year = "1990", journal = "Cognitive Science", volume = "14", pages = "179--211" } @book{Elman+al:1997, author = {Jeffrey L. Elman and Elizabeth Bates and Mark Johnson and Annette Karmiloff-Smith and Domenico Parisi and Kim Plunkett}, title = {Rethinking Innateness}, publisher = mit, year = 1997, _address = mit-ad } @book{Elo:1978, author = "Arpad E. Elo", year = "1978", title = "The rating of chess players: {P}ast and present", publisher = {Arco Publishing} } @misc{Elsken+al:2018, title={Neural Architecture Search: A Survey}, author={Thomas Elsken and Jan Hendrik Metzen and Frank Hutter}, year={2018}, howpublished={arXiv:1808.05377}, } @book{Empson:1953, author = "William Empson", title = "Seven Types of Ambiguity", publisher = "New Directions", _address = "New York", year = 1953 } @book{Enderton:1972, author = "Enderton, Herbert B.", year = "1972", title = "A Mathematical Introduction to Logic", publisher = academic, _address = academic-ad } @inproceedings{Engel+al:2017, title={Neural audio synthesis of musical notes with wavenet autoencoders}, author={Engel, Jesse and Resnick, Cinjon and Roberts, Adam and Dieleman, Sander and Norouzi, Mohammad and Eck, Douglas and Simonyan, Karen}, booktitle={Proc.\ 34th International Conference on Machine Learning-Volume 70}, _pages ={1068--1077}, year={2017}, _organization={JMLR. org} } @book{Epstein+al:2008, editor = {Robert Epstein and Gary Roberts and Grace Beber }, title = {Parsing the Turing test}, publisher = {Springer}, year = 2008 } @article{Erdmann+Mason:1988, author = "Erdmann, Michael A. and Mason, Matthew", year = "1988", title = "An exploration of sensorless manipulation", journal = "IEEE Journal of Robotics and Automation", volume = "4", _number = "4", pages = "369--379" } @phdthesis{Ernst:1961, author = "Ernst, Heinrich A.", year = "1961", title = "{MH}-1, a Computer-Operated Mechanical Hand", school = "MIT", _address = mit-ad, month = dec } @inproceedings{Ernst+al:1997, year = 1997, author = "M. Ernst and T. Millstein and D. S. Weld", title = "Automatic {SAT}-compilation of planning problems", booktitle = ijcai97, _address = ijcai97-ad, _publisher = ijcai97-pub, _pages = "1169--1176" } @inproceedings{Erol+al:1994, author = "Erol, K. and Hendler, J. and Nau, D. S.", year = "1994", title = "{HTN} planning: {C}omplexity and expressivity", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "1123--1128" } @article{Erol+al:1996, title = "Complexity results for {HTN} planning", author = "Erol, K. and Hendler, J. and Nau, D. S.", year = "1996", journal = aij, volume = "18", _number = "1", pages = "69--93" } @inproceedings{Erol+al:2013, title={The Extended Parameter Filter}, author={Yusuf Erol and Lei Li and Bharath Ramsundar and Stuart J. Russell}, booktitle=icml13, year={2013} } @inproceedings{Erol+al:2017, title={A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models}, author={Yusuf Erol and Yi Wu and Lei Li and Stuart J. Russell}, booktitle=aaai17, year={2017} } @article{Esteva+al:2017, title={Dermatologist-level classification of skin cancer with deep neural networks}, author={Esteva, Andre and Kuprel, Brett and Novoa, Roberto A and Ko, Justin and Swetter, Susan M and Blau, Helen M and Thrun, Sebastian}, journal={Nature}, volume={542}, _number ={7639}, pages={115}, year={2017}, publisher={Nature Publishing Group} } @book{Etzioni:2004, author = {Amitai Etzioni}, title = {From Empire to Community: A New Approach to International Relation}, publisher = {Palgrave Macmillan}, year = 2004 } @article{Etzioni+Etzioni:2017b, title={Incorporating ethics into artificial intelligence}, author={Etzioni, Amitai and Etzioni, Oren}, journal={The Journal of Ethics}, volume={21}, _number ={4}, pages={403--418}, year={2017}, publisher={Springer} } @article{Etzioni+Etzioni:2017c, title={Should Artificial Intelligence Be Regulated?}, author={Etzioni, Amitai and Etzioni, Oren}, journal={Issues in Science and Technology}, volume={Summer}, year={2017} } @inproceedings{Etzioni:1989, author = "Etzioni, O.", year = "1989", title = "Tractable decision-analytic control", booktitle = "Proc.\ First International Conference on Knowledge Representation and Reasoning", _address = "Toronto", _pages = "114--125" } @article{Etzioni+al:2008, author = {Etzioni, O. and Banko, M. and Soderland, S. and Weld, D. S.}, title = {Open Information Extraction from the Web}, journal = cacm, year = 2008, volume = 51, _number = 12 } @inproceedings{Etzioni+al:1992, author = "Etzioni, O. and Hanks, S. and Weld, D. S. and Draper, D. and Lesh, N. and Williamson, M.", year = "1992", title = "An approach to planning with incomplete information", booktitle = kr92, month = oct, _address = "Cambridge, Massachusetts" } @InProceedings{Etzioni+al:2006, author = {Oren Etzioni and Michele Banko and Michael J. Cafarella}, title = {Machine Reading}, booktitle = aaai06, year = 2006 } @article{Etzioni+al:2005, author = {Oren Etzioni and Michael J. Cafarella and Doug Downey and Ana-Maria Popescu and Tal Shaked and Stephen Soderland and Daniel S. Weld and Alexander Yates}, title = {Unsupervised named-entity extraction from the Web: An experimental study}, journal = aij, volume = {165}, number = {1}, year = {2005}, pages = {91-134}, } @incollection{Evans:1968, author = "Evans, Thomas G.", year = "1968", title = "A~program for the solution of a class of geometric-analogy intelligence-test questions", booktitle = sip, editor = sip-ed, publisher = sip-pub, _address = sip-ad, _pages = "271--353" } @book{Fagin+al:1995, author = "R. Fagin and J. Y. Halpern and Y. Moses and M. Y. Vardi", year = "1995", title = "Reasoning about Knowledge", publisher = mit, _address = mit-ad } @article{Fahlman:1974, author = "Fahlman, Scott Elliott", year = "1974", title = "A planning system for robot construction tasks", journal = aij, volume = "5", _number = "1", pages = "1--49" } @inproceedings{Faugeras:1992, author = {Faugeras, O.}, title = {What can be seen in three dimensions with an uncalibrated stereo rig?}, booktitle = eccv, year = 1992, _editor = {G. Sandini}, _publisher = SV, volume = 588, city = {Santa Margherita, Italy}, series = "Lecture Notes in Computer Science", _pages = {563-578} } @book{Faugeras+Luong:2001, author = {Faugeras, O. and Luong, Q.-T. and T. Papadopoulo}, title = {The Geometry of Multiple Images}, publisher = {MIT Press}, _address = {Cambridge, Massachusetts}, year = {2001} } @article{Fawcett+Provost:1997, title={Adaptive fraud detection}, author={Fawcett, Tom and Provost, Foster}, journal={Data mining and knowledge discovery}, volume={1}, _number ={3}, pages={291--316}, year={1997}, publisher=springer } @article{Fearing+Hollerbach:1985, author = "Fearing, R. S. and Hollerbach, J. M.", year = "1985", title = "Basic solid mechanics for tactile sensing", journal = ijrr, volume = "4", _number = "3", pages = "40--54" } @book{Featherstone87a, author = {R. Featherstone}, title = {Robot Dynamics Algorithms}, publisher = {Kluwer Academic Publishers}, year = {1987}, _address = {Boston, MA} } @article{Feigenbaum:1961, author = "Feigenbaum, E. A.", year = "1961", title = "The simulation of verbal learning behavior", journal = "Proc.\ Western Joint Computer Conference", volume = "19", pages = "121--131" } @incollection{Feigenbaum+al:1971, author = "Feigenbaum, E. A. and Buchanan, B. G. and Lederberg, J.", year = "1971", title = "On generality and problem solving: A case study using the {DENDRAL} program", booktitle = mi6, editor = mi6-ed, publisher = mi6-pub, _address = mi6-ad, _pages = "165--190" } @techreport{Feldman+Sproull:1977, author = "Feldman, J. and Sproull, Robert F.", year = "1977", title = "Decision theory and artificial intelligence~{II}: The hungry monkey", institution = "Computer Science Department, University of Rochester", type = "Technical Report" } @article{Feldman+Yakimovsky:1974, author = "Feldman, J. and Yakimovsky, Y.", year = "1974", title = "Decision theory and artificial intelligence~{I}: {S}emantics-based region analyzer", journal = aij, volume = "5", _number = "4", month = "Winter", pages = "349--371" } @article{Feldman:2017, title={Oak {Ridge} readies {Summit} supercomputer for 2018 debut}, author={Feldman, Michael}, journal={Top500.org, {bit.ly/2ERRFr9}}, year={2017} } @book{Fellbaum:2001, author = {Christiane Fellbaum}, title = {Wordnet: An Electronic Lexical Database}, publisher = {MIT Press}, _address = mit-ad, year = 2001 } @article{Fellegi+Sunter:1969, author = "Fellegi, Ivan and Sunter, Alan", year = "1969", title = "A Theory for Record Linkage''", journal = jasa, volume = "64", pages = "1183--1210" } @article{Felner+al:2004, author = {A. Felner and R. E. Korf and S. Hanan}, title = {Additive pattern database heuristics}, journal = jair, year = 2004, volume = 22, pages = {279--318} } @inproceedings{Felner:2018, title={Position Paper: Using Early Goal Test in {A*}}, author={Felner, Ariel}, booktitle={Eleventh Annual Symposium on Combinatorial Search}, year={2018} } @Article{Felner+al:2007, author = {Ariel Felner and Richard E. Korf and Ram Meshulam and Robert C. Holte}, title = {Compressed Pattern Databases}, journal = jair, year = 2007, volume = 30, _pages = {213--247} } @article{Felner+al:2011, title={Inconsistent heuristics in theory and practice}, author={Felner, Ariel and Zahavi, Uzi and Holte, Robert C. and Schaeffer, Jonathan and Sturtevant, Nathan R. and Zhang, Zhifu}, journal=aij, volume={175}, _number ={9-10}, pages={1570--1603}, year={2011}, publisher={Elsevier} } @Article{Felzenszwalb+McAllester:2007, author = {Pedro Felzenszwalb and David A. McAllester}, title = {The Generalized {A*} Architecture}, journal = jair, year = 2007 } @book{Fenton+Neil:2018, author = "Norman Fenton and Martin Neil", year = "2018", title = "Risk Assessment and Decision Analysis with Bayesian Networks", edition = "2nd", publisher = chapman } @article{Ferguson:1992, author = {T. Ferguson}, title = {Mate with Knight and Bishop in Kriegspiel}, journal = "Theoretical Computer Science", year = 1992, volume = 96, _number = 2, pages = {389--403} } @unpublished{Ferguson:1995, author = {T. Ferguson}, title = {Mate with the Two Bishops in Kriegspiel}, note = {www.math.ucla.edu/{\textasciitilde}tom/papers}, year = 1995 } @book{Ferguson:2001, author = "Ferguson, T.", year = "2001", title = "Optimal Stopping and Applications", publisher = "www.math.ucla.edu/~tom/Stopping/\allowbreak{}Contents.html" } @article{Ferguson:1973, author = "Ferguson, Thomas", year = "1973", title = "Bayesian analysis of some nonparametric problems", journal = "Annals of Statistics", volume = "1", _number = "2", pages = "209--230" } @article{Fern+al:2014, author = "Fern, A. and Natarajan, S. and Judah, K. and Tadepalli, P.", year = "2014", title = "A decision-theoretic model of assistance", journal = jair, volume = "50", pages = "71--104" } @article{Fernandez:2018, title={The {Dota 2} Bot Competition}, author={Fernandez, Jose Maria Font and Mahlmann, Tobias}, journal={IEEE Transactions on Games}, year={2018}, publisher={IEEE} } @inproceedings{Ferraris+Giunchiglia:2000, year = 2000, author = "Ferraris, P. and Giunchiglia, E.", title = "Planning as satisability in nondeterministic domains", booktitle = aaai00, location = "Austin, Texas", _publisher = "AAAI Press", _pages = "748--753" } @book{Ferriss:2007, author = {Tim Ferriss}, title = {The 4-Hour Workweek}, publisher = {Crown}, year = 2007 } @article{Ferrucci+al:2010, title={Building {Watson: An} Overview of the {DeepQA} Project}, author={David Ferrucci and Eric Brown and Jennifer Chu-Carroll and James Fan and David Gondek and Aditya A. Kalyanpur and Adam Lally and J. William Murdock and Eric Nyberg and John Prager and Nico Schlaefer and Chris Welty}, journal={AI Magazine}, volume={Fall}, year={2010} } @article{Fikes+al:1972, author = "Fikes, R. E. and Hart, P. E. and Nilsson, N. J.", year = "1972", title = "Learning and executing generalized robot plans", journal = aij, volume = "3", _number = "4", pages = "251--288" } @article{Fikes+Nilsson:1971, author = "Fikes, R. E. and Nilsson, Nils J.", year = "1971", title = "{STRIPS}: {A} new approach to the application of theorem proving to problem solving", journal = aij, volume = "2", _number = "3--4", pages = "189--208" } @article{Fikes+Nilsson:1993, author = "Fikes, R. E. and Nilsson, Nils J.", year = "1993", title = "{STRIPS}, a retrospective", journal = aij, volume = "59", _number = "1--2", pages = "227--232" } @article{Fine+al:1998, author = {S. Fine and Yoram Singer and N. Tishby}, title = {The Hierarchical Hidden {M}arkov Model: Analysis and Applications}, journal = ml, year = 1998, volume = 32, _number = {41--62} } @inproceedings{finn2017model, title={Model-agnostic meta-learning for fast adaptation of deep networks}, author={Finn, Chelsea and Abbeel, Pieter and Levine, Sergey}, booktitle={Proc.\ 34th International Conference on Machine Learning-Volume 70}, _pages={1126--1135}, year={2017}, _organization={JMLR. org} } @book{Finney:1947, author = "Finney, David John", year = "1947", title = "Probit analysis: {A} statistical treatment of the sigmoid response curve", publisher = cambridge, _address = cambridge-ad } @misc{Firoiu+al:2017, title = {Beating the World's Best at {Super Smash Bros.} with Deep Reinforcement Learning}, author = {Vlad Firoiu and William F. Whitney and Joshua B. Tenenbaum}, year = {2017}, howpublished = {arXiv:1702.06230} } @book{Firth:1957, author = {John Firth}, title = {Papers in Linguistics}, publisher = oxford, year = 1957 } @article{Fisher:1922, author = "Fisher, R. A.", year = "1922", title = "On the mathematical foundations of theoretical statistics", journal = "Phil.\ Trans.\ Roy.\ Soc., A", volume = "222", pages = "309--368" } @techreport{Fix+Hodges:1951, author = "E. Fix and J. L. Hodges", year = "1951", title = "Discriminatory analysis---{N}onparametric discrimination: {C}onsistency properties", institution = "USAF School of Aviation Medicine", _address = "Randolph Field, Texas", _number = "21-49-004", month = feb } @book{Floreano+al:2009, author = {D. Floreano and J. C. Zufferey and M. V. Srinivasan and C. Ellington}, title = {Flying Insects and Robots}, publisher = {Springer}, year = 2009 } @article{Floyd:1962b, author = "Floyd, R. W.", year = "1962", title = "Algorithm 97: Shortest path", journal = cacm, volume = "5", pages = "345" } @book{Fogel:2000, author = "Fogel, David B.", year = "2000", title = "Evolutionary Computation: {T}oward a New Philosophy of Machine Intelligence", publisher = ieeep, _address = ieeep-ad } @book{Fogel+al:1966, author = "Lawrence J. Fogel and Alvin J. Owens and Michael J. Walsh", year = "1966", title = "Artificial Intelligence through Simulated Evolution", publisher = wiley, _address = wiley-ad } @inproceedings{Forbes+al:1995, author = "Jeff Forbes and Tim Huang and Keiji Kanazawa and Stuart J. Russell", year = "1995", title = "The {BAT}mobile: {T}owards a {B}ayesian Automated Taxi", booktitle = ijcai95, _address = ijcai95-ad, _publisher = ijcai95-pub, month = ijcai95-mon } @incollection{Forbus:1985, author = {K. D. Forbus}, title = {Qualitative Process Theory}, booktitle = {Qualitative Reasoning About Physical Systems}, _pages = {85--186}, publisher = {MIT Press}, year = 1985, editor = {D. Bobrow} } @book{Forbus+DeKleer:1993, author = "Forbus, Kenneth D. and de Kleer, Johan", year = "1993", title = "Building Problem Solvers", publisher = mit, _address = mit-ad } @inproceedings{Forbus+al:2010, title={{FIRE: Infrastructure} for Experience-Based Systems with Common Sense.}, author={Forbus, Kenneth D and Hinrichs, Thomas R and De Kleer, Johan and Usher, Jeffrey M}, booktitle={AAAI Fall Symposium: Commonsense Knowledge}, year={2010} } @inproceedings{Ford+Hayes:1995, author = "Kenneth M. Ford and Patrick J. Hayes", year = "1995", title = "Turing {T}est considered harmful", booktitle = ijcai95, _address = ijcai95-ad, _publisher = ijcai95-pub, month = ijcai95-mon, _pages = "972--977" } @techreport{Ford:1956, title={Network flow theory}, author={Ford, L. R.}, year={1956}, institution={RAND Corporation} } @book{Ford:2015, title={Rise of the Robots: Technology and the Threat of a Jobless Future}, author={Ford, Martin}, year={2015}, publisher=basic } @book{Ford:2018, title={Architects of Intelligence}, author={Martin Ford}, year={2018}, publisher={Packt} } @article{Forestier+Varaiya:1978, author = "J.-P. Forestier and P. Varaiya", year = "1978", title = "Multilayer control of large {M}arkov chains", journal = "IEEE Transactions on Automatic Control", volume = "23", _number = "2", pages = "298--304" } @techreport{Forgy:1981, author = "Charles Forgy", year = "1981", title = "{{OPS}5} User's Manual", institution = cmucs, _address = cmucs-ad, type = "Technical Report", _number = "CMU-CS-81-135" } @article{Forgy:1982, author = "Charles Forgy", year = "1982", title = "A fast algorithm for the many patterns/many objects match problem", journal = aij, volume = 19, _number = 1, pages = "17--37" } @book{Forster:1909, title={The Machine Stops}, author={Forster, E. M.}, year={1909}, publisher={Sheba Blake} } @book{Forsyth+Ponce:2002, author = {D. Forsyth and J. Ponce}, title = {Computer Vision: A Modern Approach}, publisher = {Prentice Hall}, year = {2002} } @inproceedings{fouhey, title={From lifestyle vlogs to everyday interactions}, author={D. Fouhey and W-C. Kuo and A. Efros and J. Malik}, booktitle=cvpr18, year=2018 } @article{Fourier:1827, author = "Fourier, J.", year = "1827", title = "Analyse des travaux de l'{A}cad{\'e}mie {R}oyale des {S}ciences, pendant l'ann{\'e}e 1824; partie math{\'e}matique", journal = "Histoire de l'{A}cad{\'e}mie {R}oyale des {S}ciences de France", volume = "7", pages = "xlvii--lv" } @article{Fox+Tversky:1995, author = {Craig Fox and Amos Tversky}, title = {Ambiguity aversion and comparative ignorance}, journal = "Quarterly Journal of Economics", year = 1995, volume = 110, _number = 3, pages = {585--603} } @inproceedings{Fox99a, author = {Fox, D. and Burgard, W. and Dellaert, F. and Thrun, S.}, title = {{M}onte {C}arlo Localization: Efficient Position Estimation for Mobile Robots}, year = {1999}, booktitle = aaai99, _publisher = {AAAI}, _address = {Orlando, FL} } @article{Fox:1990, author = "Fox, M. S.", year = "1990", title = "Constraint-guided scheduling: {A} short history of research at {CMU}", journal = "Computers in Industry", volume = "14", _number = "1--3", month = may, pages = "79--88" } @inproceedings{Fox+al:1981, author = "Fox, M. S. and Allen, B. and Strohm, G.", year = "1982", title = "Job shop scheduling: {A}n investigation in constraint-directed reasoning", booktitle = aaai82, _address = aaai82-ad, _publisher = aaai82-pub, month = aaai82-mon, _pages = "155--158" } @article{Franco+Paull:1983, author = "J. Franco and M. Paull", title = "Probabilistic analysis of the {D}avis {P}utnam procedure for solving the satisfiability problem", year = 1983, journal = "Discrete Applied Mathematics", volume = 5, pages = "77--87" } @article{Lavet+al:2018, title={An introduction to deep reinforcement learning}, author={Vincent Francois-Lavet and Peter Henderson and Riashat Islam and Marc G Bellemare and Joelle Pineau}, journal={Foundations and Trends in Machine Learning}, volume={11}, _number ={3--4}, pages={219--354}, year={2018}, } @inproceedings{Frank+al:1998, author = "Ian Frank and David A. Basin and Hitoshi Matsubara", title = "Finding Optimal Strategies for Imperfect Information Games", booktitle = aaai98, _pages = "500-507", year = "1998", _publisher = aaai98-pub, _address = aaai98-ad, _url = "citeseer.ist.psu.edu/frank98finding.html" } @book{Frank+Cook:1996, author = {Robert H. Frank and Philip J. Cook}, title = {The Winner-Take-All Society}, publisher = {Penguin}, _address = {New York}, year = 1996 } @inproceedings{Frans+al:2018, author = {Kevin Frans and Jonathan Ho and Xi Chen and Pieter Abbeel and John Schulman}, title = {Meta Learning Shared Hierarchies}, booktitle = iclr18, year = {2018}, } @misc{Franz+Brants:2006, author = {Alexander Franz and Thorsten Brants}, title = {All our n-gram are belong to you}, howpublished = {Google blog, {ai.googleblog.com/2006/08/all-our-n-gram-are-belong-to-you.html}}, year = 2006 } @book{Frege:1879, author = "Frege, Gottlob", year = "1879", title = "Begriffsschrift, eine der arithmetischen nachgebildete Formelsprache des reinen Denkens", publisher = halle, address = halle-ad, note = "English translation appears in van Heijenoort (1967)" } @InProceedings{Freitag+McCallum:2000, author = {Dayne Freitag and Andrew McCallum}, title = {Information Extraction with HMM Structures Learned by Stochastic Optimization}, booktitle = aaai00, year = 2000 } %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @article{Freuder:1978, author = "Freuder, E. C.", title = "Synthesizing constraint expressions", year = 1978, journal = cacm, volume = 21, _number = 11, pages = "958--966" } @article{Freuder:1982, author = "Freuder, E. C.", title = "A sufficient condition for backtrack-free search", year = 1982, journal = jacm, volume = 29, _number = 1, pages = "24--32" } @article{Freuder:1985, author = "Freuder, E. C.", title = "A sufficient condition for backtrack-bounded search", year = 1985, journal = jacm, volume = 32, _number = 4, pages = "755--761" } @inproceedings{Freund+Schapire:1996, author = "Yoav Freund and Robert E. Schapire", year = "1996", title = "Experiments with a new boosting algorithm", booktitle = icml96, _address = icml96-ad, _publisher = icml96-pub, month = icml96-mon } @article{Freund+Schapire:1999, author = {Yoav Freund and Robert E. Schapire}, title = {Large margin classification using the perceptron algorithm}, journal = ml, volume = "37", _number = "3", pages = "277--296", year = 1999 } @Book{Frey98, author = "Brendan J. Frey", title = "Graphical models for machine learning and digital communication", publisher = "{MIT} Press", year = "1998", } @article{Frey+Osborne:2017, title={The future of employment: {How} susceptible are jobs to computerisation?}, author={Frey, Carl Benedikt and Osborne, Michael A}, journal={Technological forecasting and social change}, volume={114}, pages={254--280}, year={2017}, publisher={Elsevier} } @article{Friedberg:1958, author = "Friedberg, R. M.", year = "1958", title = "A~learning machine: {P}art~{I}", journal = ibmjrd, volume = "2", pages = "2--13" } @article{Friedberg+al:1959, author = "Friedberg, R. M. and Dunham, B. and North, T.", year = "1959", title = "A~learning machine: {P}art~{II}", journal = ibmjrd, volume = "3", _number = "3", pages = "282--287" } @article{Friedman:1959, author = "Friedman, G. J.", year = "1959", title = "Digital simulation of an evolutionary process", journal = "General Systems Yearbook", volume = "4", pages = "171--184" } @article{Friedman+al:2000, author = "Friedman, J. and Hastie, T. and Tibshirani, R.", title = "Additive logistic regression: {A} statistical view of boosting", year = "2000", journal = "Annals of Statistics", volume = 28, _number = 2, pages = "337--374" } @article{Friedman:2001, title={Greedy function approximation: {A} gradient boosting machine}, author={Friedman, Jerome}, journal={Annals of statistics}, pages={1189--1232}, year={2001}, volume = 29 } @inproceedings{Friedman:1998, author = "Friedman, N.", year = "1998", title = "The {B}ayesian Structural {EM} Algorithm", booktitle = uai98, _address = uai98-ad, _publisher = uai98-pub, month = uai98-mon } @inproceedings{Friedman+Goldszmidt:1996c, author = "Friedman, N. and M. Goldszmidt", year = "1996", title = "Learning {B}ayesian networks with local structure", booktitle = uai96, _address = uai96-ad, _publisher = uai96-pub, month = uai96-mon, _pages = "252--262" } @article{Friedman+Koller:2003, author = "N. Friedman and D. Koller", year = "2003", title = "Being {B}ayesian about {B}ayesian Network Structure: A {B}ayesian Approach to Structure Discovery in {B}ayesian Networks", journal = ml, volume = "50", _number = "", pages = "95--125" } @inproceedings{Friedman+al:1998, author = "Friedman, N. and Kevin Murphy and Stuart J. Russell", year = "1998", title = "Learning the Structure of Dynamic Probabilistic Networks", booktitle = uai98, _address = uai98-ad, _publisher = uai98-pub, month = uai98-mon } @Article{Friedman:2004, author = {Nir Friedman}, title = {Inferring Cellular Networks Using Probabilistic Graphical Models}, journal = {Science}, year = 2004, volume = 303, _number = 5659, _pages = {799--805} } @book{Fruhwirth+Abdennadher:2003, author = {Thom Fruhwirth and Slim Abdennadher}, title = {Essentials of constraint programming}, publisher = {Cambridge University Press}, year = 2003 } @inproceedings{Fuchs+al:1990, author = "Fuchs, J. J. and Gasquet, A. and Olalainty, B. and Currie, K. W.", year = "1990", title = "{Plan{ERS}-1}: {A}n expert planning system for generating spacecraft mission plans", booktitle = "First International Conference on Expert Planning Systems", organization = "Institute of Electrical Engineers", _address = "Brighton, UK", month = jun, _pages = "70--75" } @book{Fudenberg+Tirole:1991, author = "Drew Fudenberg and Jean Tirole", title = "Game theory", year = 1991, publisher = mit, _address = mit-ad } @inproceedings{Fukunaga+al:1997, author = {A. S. Fukunaga and G. Rabideau and S. Chien and D. Yan}, title = {{ASPEN}: A framework for automated planning and scheduling of spacecraft control and operations}, booktitle = {Proc.\ International Symposium on {AI}, Robotics and Automation in Space}, year = 1997, _address = {Tokyo}, _pages = {181--187} } @article{Fukushima:1980, author = "K. Fukushima", year = "1980", title = "Neocognitron: {A} self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position", journal = "Biological Cybernetics", volume = "36", pages = "193--202" } @incollection{Fukushima+Miyake:1982, title={Neocognitron: A self-organizing neural network model for a mechanism of visual pattern recognition}, author={Fukushima, Kunihiko and Miyake, Sei}, booktitle={Competition and cooperation in neural nets}, _pages ={267--285}, year={1982}, publisher={Springer} } @article{Fuller+al:2014, title={Flying {Drosophila} stabilize their vision-based velocity controller by sensing wind with their antennae.}, author={Sawyer B. Fuller and A. D. Straw and Martin Y. Peek and Richard M. Murray and Michael H. Dickinson}, journal={Proc.\ National Academy of Sciences of the United States of America}, year={2014}, volume={111 13}, pages={E1182-91} } @misc{Fung+al:2018, title={Mitigating Sybils in Federated Learning Poisoning}, author={Clement Fung and Chris J. M. Yoon and Ivan Beschastnikh}, year={2018}, howpublished={arXiv:1808.04866} } @inproceedings{Fung+Chang:1989, author = "Fung, R. and Chang, K. C.", year = "1989", title = "Weighting and integrating evidence for stochastic simulation in {B}ayesian networks", booktitle = uai89, _address = "Windsor, Ontario", _publisher = morgan, _pages = {209--220} } @techreport{Gaddum:1933, author = {Gaddum, J. H.}, title = {Reports on Biological Standard {III}: Methods of Biological Assay Depending on a Quantal Response}, institution = {Medical Research Council}, type = "Special Report Series of the Medical Research Council", _number = 183, year = 1933 } @article{Gaifman:1964, author = "Haim Gaifman", year = "1964", title = "Concerning measures in first order calculi", journal = "Israel J. Mathematics", volume = "2", pages = "1--18" } @article{Gaifman:1964b, author = "Haim Gaifman", year = "1964", title = "Concerning measures on {B}oolean algebras", journal = "Pacific J. Mathematics", volume = "14", pages = "61--73" } @book{Gallaire+Minker:1978, editor = "Gallaire, H. and Minker, J.", year = "1978", title = "Logic and Databases", publisher = plenum, _address = plenum-ad } @book{Gallier:1986, author = "Gallier, Jean H.", year = "1986", title = "Logic for Computer Science: Foundations of Automatic Theorem Proving", publisher = harper, _address = harper-ad } @article{Galton:1886, author = {Francis Galton}, title = {Regression towards mediocrity in hereditary stature}, journal = "J.\ Anthropological Institute of Great Britain and Ireland", year = 1886, volume = 15, pages = {246--263} } @article{Gamba+al:1961, author = "Gamba, A. and Gamberini, L. and Palmieri, G. and Sanna, R.", year = "1961", title = "Further experiments with {PAPA}", journal = "Nuovo Cimento Supplemento", volume = "20", _number = "2", pages = "221--231" } @article{Gandomi+Haider:2015, title={Beyond the hype: Big data concepts, methods, and analytics}, author={Gandomi, Amir and Haider, Murtaza}, journal={International journal of information management}, volume={35}, _number ={2}, pages={137--144}, year={2015}, publisher={Elsevier} } @misc{Gao:2014, title = {Machine Learning Applications for Data Center Optimization}, author = {Jim Gao}, howpublished={Google Research}, year = {2014} } @article{Garcia+Fernandez:2015, title={A comprehensive survey on safe reinforcement learning}, author={Garc{\'i}a, Javier and Fern{\'a}ndez, Fernando}, journal=jmlr, volume={16}, _number ={1}, pages={1437--1480}, year={2015} } @book{Gardner:1968, author = "Gardner, Martin", year = "1968", title = "Logic Machines, Diagrams and Boolean Algebra", publisher = dover, _address = dover-ad } @book{Garey+Johnson:1979, author = "Garey, Michael R. and Johnson, David S.", year = "1979", title = "Computers and Intractability", publisher = freeman, _address = freeman-ad } @inproceedings{Gaschnig:1977, author = "Gaschnig, J.", year = "1977", title = "A general backtrack algorithm that eliminates most redundant tests", booktitle = ijcai77, _address = ijcai77-ad, _publisher = ijcai77-pub, month = ijcai77-mon, _pages = "457" } @techreport{Gaschnig:1979, author = "Gaschnig, J.", year = "1979", title = "Performance measurement and analysis of certain search algorithms", institution = "Computer Science Department, Carnegie-Mellon University", _number = "CMU-CS-79-124", type = "Technical Report" } @phdthesis{Gasser:1995, author = "Ralph Gasser", year = "1995", title = "Efficiently harnessing computational resources for exhaustive search", school = "ETH Z{\"u}rich", _address = "Switzerland" } @incollection{Gat96b, author = {Gat, E.}, year = {1998}, title = {Three-Layered Architectures}, booktitle = {AI-based Mobile Robots: Case Studies of Successful Robot Systems}, editor = {Kortenkamp, D. and Bonasso, R. P. and Murphy, R}, _pages = {195--210}, publisher = {MIT Press} } @inproceedings{Gatys+al:2016, title={Image style transfer using convolutional neural networks}, author={Gatys, Leon A and Ecker, Alexander S and Bethge, Matthias}, booktitle=cvpr16, _pages={2414--2423}, year={2016} } @misc{Gauci+al:2018, author = {Jason Gauci and Edoardo Conti and Yitao Liang and Kittipat Virochsiri and Yuchen He and Zachary Kaden and Vivek Narayanan and Xiaohui Ye}, title = {Horizon: {Facebook's} Open Source Applied Reinforcement Learning Platform}, howpublished = {arXiv:1811.00260}, year = {2018}, } @book{Gauss:1809, author = "Gauss, Carl Friedrich", year = "1809", title = "Theoria Motus Corporum Coelestium in Sectionibus Conicis Solem Ambientium", publisher = perthes, address = perthes-ad } @article{Gauss:1829, author = "Gauss, Carl Friedrich", year = "1829", title = "Beitr{\"a}ge zur Theorie der algebraischen Gleichungen", journal = {Werke}, volume = {3}, pages = {71--102}, publisher={Gesellschaft Wissenschaft, G{\"o}ttingen, 1876} } @book{Gazzaniga:2018, title={The Consciousness Instinct}, author={Michael Gazzaniga}, year={2018}, publisher={Farrar, Straus and Girou}} @misc{Gebru+al:2018, title = {Datasheets for Datasets}, author = {Timnit Gebru and Jamie Morgenstern and Briana Vecchione and Jennifer Wortman Vaughan and Hanna M. Wallach and Hal Daum{\'{e}} III and Kate Crawford}, year = {2018}, howpublished = {arXiv:1803.09010} } @incollection{Geiger+al:1990a, author = "D Geiger and T. Verma and Pearl, J.", year = "1990", title = "{d}-separation: {F}rom theorems to algorithms", booktitle = uai90, editor = "Henrion, M. and Shachter, R. D. and Kanal, L. N. and Lemmer, J. F.", publisher = elsevier, _address = elsevier-ad, _pages = "139-148" } @article{Geiger+al:1990b, author = "D Geiger and T. Verma and Pearl, J.", year = "1990", title = "Identifying independence in {B}ayesian networks", journal = "Networks", volume = "20", _number = "5", pages = "507--534" } @book{Gelb:1974, author = "Gelb, Arthur", year = "1974", title = "Applied Optimal Estimation", publisher = mit, _address = mit-ad } @inproceedings{Gelernter:1959, author = "Gelernter, H.", year = "1959", title = "Realization of a geometry-theorem proving machine", booktitle = "Proc.\ an International Conference on Information Processing", organization = "UNESCO House", _address = "Paris", _pages = "273--282" } @inproceedings{Gelfond+Lifschitz:1988, author = "Gelfond, M. and Lifschitz, V.", year = "1988", title = "Compiling circumscriptive theories into logic programs", booktitle = "Non-Monotonic Reasoning: 2nd International Workshop Proceedings", _editor = "Reinfrank, M. and de Kleer, J. and Ginsberg, M. L. and Sandewall, E.", _address = "Grassau, Germany", _publisher = springer, month = "13--15 June", _pages = "74--99" } @incollection{Gelfond:2008, author = {Michael Gelfond}, title = {Answer Sets}, booktitle = {Handbook of Knowledge Representation}, _pages = {285--316}, publisher = {Elsevier}, year = 2008, editor = {F. van Harmelan and V. Lifschitz and B. Porter} } @article{Gelman:2004, title={Exploratory data analysis for complex models}, author={Gelman, Andrew}, journal={Journal of Computational and Graphical Statistics}, volume={13}, _number ={4}, pages={755--779}, year={2004}, publisher={Taylor \& Francis} } @book{Gelman+al:1995, author = {Andrew Gelman and John B. Carlin and Hal S. Stern and Donald Rubin}, title = {Bayesian Data Analysis}, publisher = {Chapman \& Hall}, _address = chapman-ad, year = 1995 } @article{Geman+Geman:1984, author = "Geman, S. and Geman, D.", year = "1984", title = "Stochastic relaxation, {G}ibbs distributions, and {B}ayesian restoration of images.", journal = pami, volume = "6", _number = "6", pages = "721--741", note = "" } @article{Consortium:2008, author = {Gene~Ontology~Consortium, {\relax The}}, title = {The Gene Ontology Project in 2008}, journal = {Nucleic Acids Research}, year = 2008, volume = 36, number={D440--D444} } @article{Genesereth:1984, author = "Genesereth, M. R.", year = "1984", title = "The use of design descriptions in automated diagnosis", journal = aij, volume = "24", _number = "1--3", month = dec, pages = "411--436" } @book{Genesereth+Nilsson:1987, author = "Genesereth, M. R. and Nilsson, Nils J.", year = "1987", title = "Logical Foundations of Artificial Intelligence", publisher = morgan, _address = morgan-ad } @inproceedings{Genesereth+Nourbakhsh:1993, author = "Genesereth, M. R. and Nourbakhsh, Illah", year = "1993", title = "Time-saving tips for problem solving with incomplete information", booktitle = aaai93, _address = aaai93-ad, _publisher = aaai93-pub, month = aaai93-mon, _pages = " 724--730" } @techreport{Genesereth+Smith:1981, author = "Genesereth, M. R. and Smith, D. E.", year = "1981", title = "Meta-level architecture", institution = "Computer Science Department, Stanford University", type = "Memo", _number = "HPP-81-6", _address = "Stanford, California" } @incollection{Gent+al:2006, author = {I.P. Gent and K.E. Petrie and J.-F. Puget}, editor = {F. Rossi and P. van Beek and T. Walsh}, booktitle = {Handbook of Constraint Programming}, title = {Symmetry in Constraint Programming}, publisher = {Elsevier}, year = 2006 } @book{Geron:2019, title={Hands-On Machine Learning with Scikit-Learn, Kerasm and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems}, author={G{\'e}ron, Aur{\'e}lien}, year={2019}, publisher=OReilly } @article{Gers-et-al-2000, author = {Felix A. Gers and Jurgen Schmidhuber and Fred Cummins}, title = {Learning to forget: {Continual} prediction with {LSTM}}, journal = nc, volume = 12, _number = 10, pages = {2451--2471}, year = 2000, } @book{Getoor+Taskar:2007, EDITOR = {Lise Getoor and Ben Taskar}, year = "2007", TITLE = {Introduction to Statistical Relational Learning}, PUBLISHER = mit } @article{Ghaheri+al:2015, title={The applications of genetic algorithms in medicine}, author={Ghaheri, Ali and Shoar, Saeed and Naderan, Mohammad and Hoseini, Sayed Shahabuddin}, journal={Oman medical journal}, volume={30}, _number ={6}, pages={406--416}, year={2015}, publisher={Oman Medical Specialty Board} } @inproceedings{Ghahramani:1998, author = {Zoubin Ghahramani}, title = {Learning dynamic {B}ayesian networks}, booktitle = {Adaptive Processing of Sequences and Data Structures}, year = {1998}, _pages = {168--197}, _publisher = SV } @misc{Ghahramani:2005, author = "Zoubin Ghahramani", year = "2005", title = "Tutorial on Nonparametric {B}ayesian Methods", howpublished = "Given at the {UAI-05} Conference" } @techreport{Ghallab+al:1998, year = 1998, title = "{PDDL}---{T}he Planning Domain Definition Language", author = "M. Ghallab and A. Howe and C. A. Knoblock and D. McDermott", institution = "Yale Center for Computational Vision and Control", _number = "DCS TR-1165", _address = {New Haven, Connecticut} } @inproceedings{Ghallab+Laruelle:1994, year = 1994, author = "Malik Ghallab and Herv\'e Laruelle", title = "Representation and control in {IxTeT}, a temporal planner", booktitle = aips94, _pages = "61--67", _address = "Chicago", _publisher = "AAAI Press" } @book{Ghallab+al:2004, author = {Malik Ghallab and Dana S. Nau and Paolo Traverso}, title = {Automated Planning: {T}heory and practice}, publisher = {Morgan Kaufmann}, year = 2004 } @book{Ghallab+al:2016, author = {Malik Ghallab and Dana S. Nau and Paolo Traverso}, title = {Automated Planning and aAting}, publisher = cambridge, year = {2016}, _url = {www.cambridge.org/de/academic/subjects/computer-science/artificial-intelligence-and-natural-language-processing/automated-planning-and-acting?format=HB}, isbn = {978-1-107-03727-4}, timestamp = {Mon, 13 Mar 2017 18:35:19 +0100}, _biburl = {dblp.org/rec/bib/books/cu/GNT2016}, bibsource = {dblp computer science bibliography, dblp.org} } @article{Gibbs:2006, author = {Raymond W. Gibbs}, title = {Metaphor Interpretation as Embodied Simulation}, journal = {Mind}, year = 2006, volume = 21, _number = 3, pages = {434--458} } @book{Gibson:1950, author = "Gibson, J. J.", year = "1950", title = "The Perception of the Visual World", publisher = houghton, _address = houghton-ad } @book{Gibson:1979, author = "Gibson, J. J.", year = "1979", title = "The Ecological Approach to Visual Perception", publisher = houghton, _address = houghton-ad } @article{Gibson+al:1955, author = "Gibson, J. J. and Olum, P. and Rosenblatt, F.", year = "1955", title = "Parallax and perspective during aircraft landings", journal = "American Journal of Psychology", volume = "68", pages = "372--385" } @book{Gilks+al:1996, editor = "Gilks, W. R. and S. Richardson and D. J. Spiegelhalter", year = "1996", title = "{M}arkov chain {M}onte {C}arlo in practice", publisher = chapman, _address = chapman-ad } @article{Gilks+al:1994, author = "Gilks, W. R. and Thomas, A. and Spiegelhalter, D. J.", year = "1994", title = "A language and program for complex {B}ayesian modelling", journal = "The Statistician", volume = "43", pages = "169--178" } @article{Gilks+Berzuini:2001, title={Following a moving target---{M}onte {C}arlo inference for dynamic {Bayesian} models}, author={Gilks, Walter R and Berzuini, Carlo}, journal=royalstats, volume={63}, _number ={1}, pages={127--146}, year={2001}, publisher={Wiley Online Library} } @article{Gilks+Wild:1992, title={Adaptive rejection sampling for {Gibbs} sampling}, author={Walter R Gilks and Pascal P Wild}, journal={Applied Statistics}, year={1992}, volume={41}, pages={337--348}, } @incollection{gillies:59a, AUTHOR = {D. B. Gillies}, BOOKTITLE = {Contributions to the Theory of Games, volume {IV}}, TITLE = {Solutions to general non-zero-sum games}, EDITOR = {A.~W.~Tucker and L.~D.~Luce}, _PAGES = {47--85}, PUBLISHER = {Princeton University Press}, YEAR = {1959}, } @article{Gilmore:1960, author = "Gilmore, P. C.", year = "1960", title = "A proof method for quantification theory: Its justification and realization", journal = ibmjrd, volume = "4", pages = "28--35" } @inproceedings{Gilpin+al:2008, author = "Gilpin, A. and Sandholm, T. and Sorensen, T.", year = "2008", title = "A heads-up no-limit {T}exas {H}old'em poker player: {D}iscretized betting models and automatically generated equilibrium-finding programs", booktitle = aamas08 } @book{Ginsberg:1993, author = "Ginsberg, M. L.", year = "1993", title = "Essentials of Artificial Intelligence", publisher = morgan, _address = morgan-ad } @article{Ginsberg:2001, author = {Matthew L. Ginsberg}, title = {{GIB}: Imperfect Infoormation in a Computationally Challenging Game}, journal = jair, year = 2001, volume = 14, pages = {303--358} } @inproceedings{Gionis+al:1999, author = {A. Gionis and P. Indyk and R. Motwani}, title = {Similarity Search in High Dimensions vis Hashing}, booktitle = {Proc.\ 25th Very Large Database ({VLDB}) Conference}, year = 1999 } @article{Girshick+al:2016, author = "R. Girshick and J. Donahue and T. Darrell and J. Malik", year = "2016", title = "Region-based convolutional networks for accurate object detection and segmentation", journal = pami, volume = 38, pages = "142--58" } @book{Gittins:1989, title = "Multi-Armed Bandit Allocation Indices", author = "Gittins, J. C.", year = "1989", publisher = wiley, _address = wiley-ad } @incollection{Gittins+Jones:1974, author = "Gittins, J. C. and Jones, D. M.", year = "1974", title = "A dynamic allocation index for the sequential design of experiments", editor = "J. Gani", booktitle = "Progress in Statistics", publisher = "North-Holland" } @article{Glanc:1978, author = "Glanc, Alois", year = "1978", title = "On the etymology of the word ``robot''", journal = sigartn, volume = "67", month = nov, pages = "12" } @article{Glickman:1999, author = "M. E. Glickman", year = "1999", title = "Parameter estimation in large dynamic paired comparison experiments", journal = "Applied Statistics", volume = "48", pages = "377--394" } @INPROCEEDINGS{Glorot+al-AI-2011-small, author = {Glorot, X. and Bordes, A. and Bengio, Y.}, title = {Deep Sparse Rectifier Neural Networks}, booktitle = {AISTATS'2011}, year = {2011}, } @book{Glover+Laguna:1997, editor = "Fred Glover and Manuel Laguna", year = "1997", title = "Tabu search", publisher = kluwer, _address = kluwer-ad } @article{Gluss:1959, author = "Brian Gluss", year = "1959", title = "An Optimum Policy for Detecting a Fault in a Complex System", journal = "Operations Research", volume = "7", pages = "468--477" } @inproceedings{Godefroid:1990, author = {Patrice Godefroid}, title = {Using Partial Orders to Improve Automatic Verification Methods}, booktitle = {Proc. 2nd Int'l Workshop on Computer Aided Verification}, _pages = {176--185}, year = {1990}, } @phdthesis{Goedel:1930, author = "G{\"o}del, Kurt", year = "1930", title = "{\"U}ber die {V}ollst{\"a}ndigkeit des {L}ogikkalk{\"u}ls", school = "University of Vienna" } @article{Goedel:1931, author = "G{\"o}del, Kurt", year = "1931", title = "{\"U}ber formal unentscheidbare {S}{\"a}tze der {P}rincipia mathematica und verwandter {S}ysteme~{I}", journal = "Monatshefte f{\"u}r Mathematik und Physik", volume = "38", pages = "173--198" } @article{Goebel+al:1989, author = "J. Goebel and K. Volk and H. Walker and F. Gerbault", title = {Automatic Classification of Spectra from the Infrared Astronomical Satellite ({IRAS})}, journal = {Astronomy and Astrophysics}, year = 1989, volume = 222, pages = {L5--L8} } @book{Goertzel+Pennachin:2007, author = {Ben Goertzel and Cassio Pennachin}, title = {Artificial General Intelligence}, publisher = {Springer}, year = 2007 } @inproceedings{Gogate+Domingos:2011, author = "Vibhav Gogate and Pedro Domingos", year = "2011", title = "Approximation by Quantization", booktitle = uai11 } @article{Gold:1967, author = "E. M. Gold", title = "Language identification in the limit", journal = "Information and Control", year = 1967, volume = 10, pages = "447-474" } @inproceedings{Goldberg+al:2006, author = {Andrew V. Goldberg and Haim Kaplan and Renato F. Werneck}, title = {Reach for {A}*: Efficient point-to-point shortest path algorithms}, booktitle = {Workshop on algorithm engineering and experiments}, year = {2006}, _pages = {129--143} } @article{Goldberg:2017, title={Neural network methods for natural language processing}, author={Goldberg, Yoav}, journal={Synthesis Lectures on Human Language Technologies}, volume={10}, _number ={1}, year={2017}, publisher={Morgan \& Claypool} } @inproceedings{Goldberg+al:2013, title={Efficient implementation of beam-search incremental parsers}, author={Goldberg, Yoav and Zhao, Kai and Huang, Liang}, booktitle=acl13, _volume={2}, _pages={628--633}, year={2013} } @inproceedings{Goldman+Boddy:1996, year = 1996, author = "Goldman, R. and Boddy, M.", title = "Expressive Planning and Explicit Knowledge", booktitle = aips96, _address = aips96-ad, _pages = "110--117", _publisher = "AAAI Press" } @article{Goldszmidt+Pearl:1996, author = {Goldszmidt, Mois\'{e}s and Pearl, J.}, title = {Qualitative probabilities for default reasoning, belief revision, and causal modeling}, journal = aij, volume = {84}, _number = {1--2}, year = {1996}, pages = {57--112}, } @article{Golomb+Baumert:1965, author = {S. Golomb and L. Baumert}, title = {Backtrack proramming}, journal = jacm, year = 1965, volume = 14, pages = {516--524} } @article{Golub+al:1979, author = {Gene Golub and Michael Heath and Grace Wahba}, title = {Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter}, journal = {Technometrics}, year = 1979, volume = 21, _number = 2 } @article{Gomes+al:2000, author = {C. Gomes and B. Selman and N. Crato and H. Kautz}, title = {Heavy-tailed phenomena in satisfiability and constrain processing}, journal = jar, year = 2000, volume = 24, pages = {67--100} } @incollection{Gomes+al:2008, author = {Carla Gomes and Henry Kautz and Ashish Sabharwal and Bart Selman}, editor = {Frank van Harmelen and Vladimir Lifschitz and Bruce Porter}, booktitle = {Handbook of Knowledge Representation}, title = {Satisfiability Solvers}, publisher = {Elsevier}, year = 2008 } @article{Gomes+Selman:2001, author = {Carla Gomes and Bart Selman}, title = {Algorithm portfolios}, journal = aij, year = 2001, volume = 126, pages = {43-62} } @inproceedings{Gomes+al:1998, author = {Carla Gomes and Bart Selman and Henry Kautz}, title = {Boosting Combinatorial Search Through Randomization}, booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, year = 1998, _pages = {431--437} } @article{Gonthier:2008, author = {Georges Gonthier}, title = {Formal Proof--{T}he Four-Color Theorem}, journal = {Notices of the AMS}, year = 2008, volume = 55, _number = 11, pages = {1382--1393} } @article{Good:1961, author = "Good, I. J.", year = "1961", title = "A~causal calculus", journal = "British Journal of the Philosophy of Science", volume = "11", pages = "305--318" } @article{Good:1965b, author = "Good, I. J.", year = "1965", title = {The Mystery of {Go}}, journal = "New Scientist", pages = {172--174}, volume = {427}, date = "January 21" } @incollection{Good:1965, author = {I. J. Good}, title = {Speculations concerning the first ultraintelligent machine}, booktitle = {Advances in Computers}, _pages = {31--88}, publisher = {Academic Press}, _address = {New York}, year = 1965, editor = {Franz L. Alt and Morris Rubinoff}, volume = 6 } @book{Good:1983, author = "Good, I. J.", year = "1983", title = "Good Thinking: The Foundations of Probability and Its Applications", publisher = minnesota, _address = minnesota-ad } @book{Goodfellow-et-al-2016, title={Deep Learning}, author={Ian Goodfellow and Yoshua Bengio and Aaron Courville}, publisher=mitp, year={2016} } @inproceedings{Goodfellow+et+al-ICLR2014a, author = {Ian Goodfellow and Yaroslav Bulatov and Julian Ibarz and Sacha Arnoud and Vinay Shet}, title = {Multi-digit Number Recognition from {S}treet {V}iew Imagery using Deep Convolutional Neural Networks}, booktitle = {International Conference on Learning Representations}, year = {2014}, } @inproceedings{goodfellow2014generative, title={Generative adversarial nets}, author={Goodfellow, Ian and Pouget-Abadie, Jean and Mirza, Mehdi and Xu, Bing and Warde-Farley, David and Ozair, Sherjil and Courville, Aaron and Bengio, Yoshua}, booktitle=nips27, _pages={2672--2680}, year={2015} } @InProceedings{GoodfellowOptimization15, author = {Ian Goodfellow and Oriol Vinyals and Andrew M. Saxe}, title = {Qualitatively characterizing neural network optimization problems}, booktitle = {International Conference on Learning Representations}, year = {2015}, } @techreport{Goodman:2001, author = {Joshua Goodman}, title = {A bit of progress in language modeling}, institution = {Microsoft Research}, year = 2001, _number = {MSR-TR-2001-72} } @inproceedings{Goodman+al:2008, author = "Goodman, N. D. and Mansinghka, V. K. and Roy, D. and Bonawitz, K. and Tenenbaum, J. B.", year = "2008", title = "Church: {A} language for generative models", booktitle = uai08, _location = uai08-ad, _publisher = uai08-pub, _pages = "220--229" } @book{Goodman:1977, author = "Goodman, Nelson", year = "1977", title = "The Structure of Appearance", publisher = reidel, _address = reidel-ad, edition = "3rd" } @incollection{Gopnik+Glymour:2002, author = {Alison Gopnik and Clark Glymour}, title = {Causal Maps and {B}ayes nets: {A} cognitive and computational account of theory-formation}, booktitle = {The Cognitive Basis of Science}, publisher = {Cambridge University Press}, year = 2002, editor = {P. Caruthers and S. Stich and M. Siegal} } @inproceedings{Gordon+al:2014, author = {Andrew D. Gordon and Thore Graepel and Nicolas Rolland and Claudio Russo and J. Borgstr{\"o}m and John Guiver}, year = "2014", title = "Tabular: {A} schema-driven probabilistic programming language", booktitle = "POPL-14" } @book{Gordon+Hobbs:2017, title={A Formal Theory of Commonsense Psychology: How People Think People Think}, author={Gordon, Andrew S and Hobbs, Jerry R}, year={2017}, publisher=cambridge } @book{Gordon+al:1979, author = "Gordon, M. J. and Milner, A. J. and Wadsworth, C. P.", title = "Edinburgh {LCF}", year = 1979, publisher = springer, _address = springer-ad } @phdthesis{Gordon:1994, author = "Gordon, N.", year = "1994", title = "Bayesian methods for tracking", school = "Imperial College", _address = "University of London" } @article{Gordon+al:1993, author = "Gordon, N. and Salmond, D. J. and Smith, A. F. M.", year = "1993", title = "Novel approach to nonlinear/non-{G}aussian {B}ayesian state estimation", journal = "IEE Proceedings F (Radar and Signal Processing)", volume = "140", _number = "2", month = apr, pages = "107--113" } @Article{Gordon:1994b, author = {Gordon, S. A.}, title = {A Faster {S}crabble Move Generation Algorithm}, journal = {Software Practice and Experience}, year = {1994}, volume = {24}, _number = {2}, pages = {219--232}, } @article{Gorry:1968, author = "Gorry, G. A.", year = "1968", title = "Strategies for computer-aided diagnosis", journal = "Math. Biosciences", volume = "2", _number = "3--4", month = may, pages = "293--318" } @article{Gorry+al:1973, author = "Gorry, G. Anthony and Kassirer, Jerome P. and Essig, Alvin and Schwartz, William B.", year = "1973", title = "Decision analysis as the basis for computer-aided management of acute renal failure", journal = "American Journal of Medicine", volume = "55", pages = "473--484" } @inproceedings{Gottlob+al:1999a, author = "G. Gottlob and N. Leone and F. Scarcello", year = "1999", title = "A Comparison of Structural {CSP} Decomposition Methods", booktitle = ijcai99, _address = ijcai99-ad, _publisher = ijcai99-pub, _pages = "394--399" } @inproceedings{Gottlob+al:1999b, author = "G. Gottlob and N. Leone and F. Scarcello", year = "1999", title = "Hypertree Decompositions and Tractable Queries", booktitle = pods99, _address = "Philadelphia", _publisher = acm, _pages = "21--32" } @inproceedings{vqa, title={Making the {V in VQA} Matter: Elevating the Role of Image Understanding in Visual Question Answering}, author={Y. Goyal and T. Khot and D. Summers-Stay and D. Batra and D. Parikh}, booktitle=cvpr17, year=2017, } @misc{Grace+al:2017, title = {When Will {AI} Exceed Human Performance? {Evidence} from {AI} Experts}, author = {Katja Grace and John Salvatier and Allan Dafoe and Baobao Zhang and Owain Evans}, year = {2017}, howpublished = {arXiv:1705.08807} } @article{Graham+al:1980, author = "Graham, Susan L. and Harrison, Michael A. and Ruzzo, W. L.", year = "1980", title = "An improved context-free recognizer", journal = "ACM Transactions on Programming Languages and Systems", volume = "2", _number = "3", month = jul, pages = "415--462" } @book{Grassmann:1861, author = "Hermann Grassmann", title = " Lehrbuch der Arithmetik", year = 1861, publisher = "Th.\ Chr.\ Fr.\ Enslin", address = "Berlin" } @techreport{Grayson:1960, author = "Grayson, Charles Jackson", year = "1960", title = "Decisions under uncertainty: {D}rilling decisions by oil and gas operators", institution = "Harvard Business School", _address = "Boston" } @inproceedings{Green+al:1961, author = {B. Green and A. Wolf and C. Chomsky and K. Laugherty}, title = {{BASEBALL}: {A}n automatic question answerer}, booktitle = {Proc.\ Western Joint Computer Conference}, _pages = {219--224}, year = 1961 } @inproceedings{Green:1969a, author = "Green, C.", year = "1969", title = "Application of theorem proving to problem solving", booktitle = ijcai69, _address = ijcai69-ad, _publisher = ijcai69-pub, month = ijcai69-mon, _pages = "219--239" } @incollection{Green:1969, author = "Green, C.", year = "1969", title = "Theorem-proving by resolution as a basis for question-answering systems", booktitle = mi4, editor = mi4-ed, publisher = mi4-pub, _address = mi4-ad, _pages = "183--205" } @inproceedings{Green+Raphael:1968, author = "Green, C. and Bertram Raphael", year = "1968", title = "The use of theorem-proving techniques in question-answering systems", booktitle = "Proc.\ 23rd {ACM} National Conference", _address = "Washington, DC", _publisher = acmp } @inproceedings{Gribkoff+al:2014, author = "Gribkoff, Eric and Van den Broeck, Guy and Suciu, Dan", year = "2014", title = "Understanding the complexity of lifted inference and asymmetric weighted model counting", booktitle = uai14 } @incollection{Griffiths+al:2008, author = "Griffiths, T. L. and Kemp, C. and Tenenbaum, J. B.", year = "2008", title = "Bayesian models of cognition", editor = "Ron Sun", booktitle = "The {C}ambridge handbook of computational cognitive modeling", publisher = cambridge } @book{Grinstead+Snell:1997, author = {C. Grinstead and J. Snell}, title = {Introduction to Probability}, publisher = ams, year = 1997 } @article{Grosz+Stone:2018, title={A Century Long Commitment to Assessing Artificial Intelligence and its Impact on Society}, author={Grosz, Barbara J and Stone, Peter}, journal={Communications of the ACM}, volume={61}, _number ={12}, year={2018} } @article{Grove+Meehl:1996, author = {William Grove and Paul Meehl}, title = {Comparative Efficiency of Informal (Subjective, Impressionistic) and Formal (Mechanical, Algorithmic) Prediction Procedures: The Clinical Statistical Controversy}, journal = {Psychology, Public Policy, and Law}, year = 1996, volume = 2, pages = {293--323} } @article{Gruber:2004, author = {Tom Gruber}, title = {Interview of {T}om {G}ruber}, journal = "AIS SIGSEMIS Bulletin", year = 2004, volume = 1, _number = 3 } @phdthesis{Gu:1989, author = "Gu, J.", year = "1989", title = "Parallel Algorithms and Architectures for Very Fast {AI} Search", school = "Univ. of Utah" } @article{Guard:1969, author = "Guard, J. and Oglesby, F. and Bennett, J. and Settle, L.", year = "1969", title = "Semi-automated mathematics", journal = jacm, volume = "16", pages = "49--62" } @inproceedings{Guestrin+al:2003, author = "Carlos Guestrin and Daphne Koller and Chris Gearhart and Neal Kanodia", year = "2003", title = "Generalizing Plans to New Environments in Relational {MDP}s", booktitle = ijcai03, _address = ijcai03-ad, _publisher = ijcai03-pub } @article{Guestrin+al:2003b, author = {Carlos Guestrin and Daphne Koller and Ronald Parr and Shobha Venkataraman}, title = {Efficient Solution Algorithms for Factored {MDP}s}, journal = jair, year = {2003}, volume = {19}, pages = {399--468} } @inproceedings{Guestrin+al:2002, author = "Carlos Guestrin and Michail G. Lagoudakis and Ronald Parr", year = "2002", title = "Coordinated reinforcement learning", booktitle = icml02, _address = icml02-ad, _publisher = icml02-pub, _pages = "227--234" } @article{Guibas92a, author = {L. J. Guibas and Knuth, D. E. and M. Sharir}, title = {Randomized incremental construction of {Delaunay} and {Voronoi} diagrams}, journal = {Algorithmica}, volume = {7}, year = {1992}, pages = {381--413} } @article{Gulshan+al:2016, title={Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs}, author={Gulshan, Varun and Peng, Lily and Coram, Marc and Stumpe, Martin C and Wu, Derek and Narayanaswamy, Arunachalam and Venugopalan, Subhashini and Widner, Kasumi and Madams, Tom and Cuadros, Jorge and others}, journal={Jama}, volume={316}, _number ={22}, pages={2402--2410}, year={2016}, publisher={American Medical Association} } @book{Gunkel:2018, title={Robot Rights}, author={Gunkel, David J}, year={2018}, publisher=mitp } @techreport{Gunning:2016, title={Explainable artificial intelligence (XAI)}, _number ={DARPA-BAA-16-53}, author={Gunning, David}, institution={DARPA}, year={2016} } @misc{Guo+al:2019, title={Certified Data Removal from Machine Learning Models}, author={Chuan Guo and Tom Goldstein and Awni Hannun and Laurens van der Maaten}, year={2019}, howpublished={arXiv:1911.03030}, } @misc{Gururangan+al:2018, title={Annotation artifacts in natural language inference data}, author={Gururangan, Suchin and Swayamdipta, Swabha and Levy, Omer and Schwartz, Roy and Bowman, Samuel and Smith, Noah A}, year={2018}, howpublished={arXiv:1803.02324} } @inproceedings{Guyon+al:2015, author = {Isabelle Guyon and Kristin Bennett and Gavin C. Cawley and Hugo Jair Escalante and Sergio Escalera and Tin Kam Ho and N{\'{u}}ria Maci{\`{a}} and Bisakha Ray and Mehreen Saeed and Alexander R. Statnikov and Evelyne Viegas}, title = {Design of the 2015 {ChaLearn AutoML} challenge}, booktitle = ijcnn15, _pages = {1--8}, year = {2015}, } @article{Guyon+Elisseeff:2003, author = {Isabelle Guyon and Andr\'{e} Elisseeff}, title = {An Introduction to Variable and Feature Selection}, journal = jmlr, volume = 3, year = 2003, pages = {1157--1182} } @book{Hacking:1975, author = "Hacking, Ian", year = "1975", title = "The Emergence of Probability", publisher = cambridge, _address = cambridge-ad } @inproceedings{Hadfield-Menell+al:2017a, title={Cooperative inverse reinforcement learning}, author={Hadfield-Menell, Dylan and Dragan, Anca D. and Abbeel, Pieter and Russell, Stuart J.}, booktitle=nips29, year={2017} } @inproceedings{Hadfield-Menell+al:2017b, author = "Dylan Hadfield-Menell and Anca D. Dragan and Pieter Abbeel and Stuart J. Russell", year = "2017", title = "The Off-Switch Game", booktitle = ijcai17 } @inproceedings{Hadfield-Menell+Russell:2015, author = "Dylan Hadfield-Menell and Stuart J. Russell", year = "2015", title = "Multitasking: {E}fficient Optimal Planning for Bandit Superprocesses", booktitle = uai15 } @article{Hailperin:1984, author = "Theodore Hailperin", year = "1984", title = "Probability logic", journal = "Notre Dame J. Formal Logic", volume = "25", _number = "3", pages = "198--212" } @book{Hald:1990, author = "Hald, Anders", year = "1990", title = "A~History of Probability and Statistics and Their Applications before~1750", publisher = wiley, _address = wiley-ad } @article{Hales:2005, title={A proof of the {Kepler} conjecture}, author={Hales, Thomas}, journal={Annals of mathematics}, pages={1065--1185}, year={2005}, volume = 162 } @inproceedings{Hales+al:2017, title={A formal proof of the {Kepler} conjecture}, author={Hales, Thomas and Adams, Mark and Bauer, Gertrud and Dang, Tat Dat and Harrison, John and Le Truong, Hoang and Kaliszyk, Cezary and Magron, Victor and McLaughlin, Sean and Nguyen, Tat Thang and others}, booktitle={Forum of Mathematics, Pi}, _volume={5}, year={2017}, _organization={Cambridge University Press} } @inproceedings{Halevy:2007, author = {Alon Halevy}, title = {Dataspaces: A New Paradigm for Data Integration}, booktitle = {Brazilian Symposium on Databases}, year = 2007 } @article{Halevy+al:2009, author = {Alon Halevy and Peter Norvig and Fernando Pereira}, title = {The Unreasonable Effectiveness of Data}, journal = {IEEE Intelligent Systems}, year = 2009, volume = {March/April}, pages = {8--12} } @article{Halpern:1990, author = "Halpern, J. Y.", year = "1990", title = "An analysis of first-order logics of probability", journal = aij, volume = "46", _number = "3", pages = "311--350" } @article{Halpern:1999, author = {Joseph Y. Halpern}, title = {Technical Addendum, {C}ox's theorem Revisited}, journal = jair, year = 1999, volume = 11, pages = {429--435} } @article{Halpern+Weissman:2008, author = {Joseph Y. Halpern and Vicky Weissman}, title = {Using First-Order Logic to Reason about Policies}, journal = "ACM Transactions on Information and System Security", year = 2008, volume = 11, pages={1-41}, _number = 4 } @book{Hammersley+Handscomb:1964, author = "Hammersley, J. M. and Handscomb, D. C. ", year = "1964", title = "Monte Carlo Methods", publisher = methuen } @book{Han+al:2011, title={Data Mining: Concepts and Techniques}, author={Han, Jiawei and Pei, Jian and Kamber, Micheline}, year={2011}, publisher=elsevier } @article{Han+Boyden:2007, author = {Han, X. and Boyden, E.}, title = {Multiple-Color Optical Activation, Silencing, and Desynchronization of Neural Activity, with Single-Spike Temporal Resolution}, journal = {PLoS One}, year = 2007, key = {doi:10.1371/journal.pone.0000299}, volume = {e299} } @article{Handschin+Mayne:1969, author = "Handschin, J. E. and Mayne, D. Q.", year = "1969", title = "{M}onte {C}arlo techniques to estimate the conditional expectation in multi-stage nonlinear filtering", journal = "Int.\ J.\ Control", volume = "9", _number = "5", pages = "547--559" } @inproceedings{Hans+al:2008, title={Safe exploration for reinforcement learning}, author={Hans, Alexander and Schneega{\ss}, Daniel and Sch{\"a}fer, Anton Maximilian and Udluft, Steffen}, booktitle={ESANN}, _pages={143--148}, year={2008} } @inproceedings{Hansen:1998, author = "Hansen, E.", year = "1998", title = "Solving {POMDP}s by searching in policy space", booktitle = uai98, _address = uai98-ad, _publisher = uai98-pub, month = uai98-mon, _pages = "211--219" } @article{Hansen+Zilberstein:2001, author = "Hansen, E. and Zilberstein, S.", year = "2001", title = "{LAO}*: a heuristic search algorithm that finds solutions with loops", journal = aij, volume = "129", _number = "1--2", pages = "35--62" } @article{Hansen+Jaumard:1990, author = "Hansen, P. and Jaumard, B.", title = "Algorithms for the maximum satisfiability problem", year = 1990, journal = "Computing", volume = 44, _number = 4, pages = "279--303" } @book{Hanski+Cambefort:1991, editor = "Hanski, Ilkka and Cambefort, Yves", year = "1991", title = "Dung Beetle Ecology", publisher = princeton, _address = princeton-ad } @inproceedings{Hansson+Mayer:1989, author = "Hansson, O. and Mayer, A.", year = "1989", title = "Heuristic search as evidential reasoning", booktitle = uai89, _address = "Windsor, Ontario", _publisher = morgan } @article{Haralick+Elliott:1980, author = "Haralick, R. M. and Elliott, G. L.", year = "1980", title = "Increasing tree search efficiency for constraint satisfaction problems", journal = aij, volume = "14", _number = "3", pages = "263--313" } @article{Hardin:1968, author = {Garrett Hardin}, title = {The Tragedy of the Commons}, journal = {Science}, year = 1968, volume = 162, pages = {1243--1248} } @inproceedings{Hardt+al:2016, title={Equality of opportunity in supervised learning}, author={Hardt, Moritz and Price, Eric and Srebro, Nati and others}, booktitle=nips29, _pages={3315--3323}, year={2017} } @misc{Harris:2016, author={Tristan Harris}, title={How Technology is Hijacking Your Mind---{From} a Magician and {Google} Design Ethicist}, year={2016}, howpublished={medium.com/thrive-global/how-technology-hijacks-peoples-minds-from-a-magician-and-google-s-design-ethicist-56d62ef5edf3} } @article{Harris:1954, author = {Zellig Harris}, title = {Distributional Structure}, journal = {Word}, year = 1954, volume = 10, _number = {2/3} } @article{Harrison+March:1984, author = "J. Harrison and J. G. March", year = "1984", title = "Decision making and postdecision surprises ", journal = "Administrative Science Quarterly", volume = "29", pages = "26--42" } @article{Harrow+al:2009, title={Quantum algorithm for linear systems of equations}, author={Aram Wettroth Harrow and Avinatan Hassidim and Seth Lloyd}, journal={Physical Review Letters}, year={2009}, volume={103 15}, pages={150502} } @article{Harsanyi:1967, author = {J. Harsanyi}, title = {Games with incomplete information played by {B}ayesian players}, journal = {Management Science}, year = 1967, volume = 14, pages = {159--182} } @article{Hart+al:1968, author = "Hart, P. E. and Nilsson, N. J. and Raphael, B.", year = "1968", title = "A formal basis for the heuristic determination of minimum cost paths", journal = "IEEE Transactions on Systems Science and Cybernetics", volume = "SSC-4(2)", pages = "100--107" } @techreport{Hart+Edwards:1961, author = "Hart, T. P. and Edwards, D. J.", year = "1961", title = "The tree prune ({TP}) algorithm", institution = "MIT", _address = mit-ad, type = "Artificial Intelligence Project Memo", _number = "30" } @article{Hartley:1958, author = "Hartley, H.", year = "1958", title = "Maximum likelihood estimation from incomplete data", journal = "Biometrics", volume = "14", pages = "174--194" } @book{Hartley+Zisserman:2000, author = {R. Hartley and A. Zisserman}, title = {Multiple view geometry in computer vision}, publisher = {Cambridge University Press}, _address = cambridge-ad, year = {2000} } @misc{Hashimoto+al:2016, author = {Kazuma Hashimoto and Caiming Xiong and Yoshimasa Tsuruoka and Richard Socher}, title = {A Joint Many-Task Model: {Growing} a Neural Network for Multiple {NLP} Tasks}, howpublished = {arXiv:1611.01587}, year = {2016}, } @inproceedings{Haslum+al:2007, author = {P. Haslum and A. Botea and M. Helmert and B. Bonet and S. Koenig}, title = {Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning}, booktitle = aaai07, year = 2007, _pages = {1007--1012} } @inproceedings{Haslum+Geffner:2001, author = "P. Haslum and H. Geffner", year = "2001", title = "Heuristic planning with time and resources", booktitle = "Proc. {IJCAI}-01 Workshop on Planning with Resources", _address = ijcai01-ad } @article{Haslum:2006, author = {Patrik Haslum}, title = {Improving Heuristics Through Relaxed Search -- {A}n Analysis of {TP}4 and {HSP}*a in the 2004 Planning Competition}, journal = jair, year = 2006, volume = 25, pages = {233--267} } @inproceedings{Hastie+Tibshirani:1996, author = "Hastie, T. and Tibshirani, R.", title = "Discriminant adaptive nearest neighbor classification and regression", booktitle = nips8, _pages = "409--15", _publisher = mit, _address = mit-ad, year = 1996, _editor = "D. S. Touretzky and M. C. Mozer and M. E. Hasselmo" } @book{Hastie+al:2009, author = {Trevor Hastie and Robert Tibshirani and Jerome Friedman}, title = {The Elements of Statistical Learning: Data Mining, Inference and Prediction}, publisher = springer, edition = "2nd", _address = springer-ad, year = 2009 } @article{Hastings:1970, title={{M}onte {C}arlo Sampling Methods Using {Markov} Chains and Their Applications}, author={Wilfred K Hastings}, journal={Biometrika}, year={1970}, volume={57}, _number ={1}, pages={97--109}, } @inproceedings{Hatem+Ruml:2014, author = {Matthew Hatem and Wheeler Ruml}, title = {Simpler Bounded Suboptimal Search}, booktitle = aaai14, _pages = {856--862}, year = {2014}, } @book{Haugeland:1985, author = "Haugeland, John", year = "1985", title = "Artificial Intelligence: The Very Idea", publisher = mit, _address = mit-ad } @inproceedings{Havelund+al:2000, author = {Klaus Havelund and Michael Lowry and SeungJoon Park and Charles Pecheur and John Penix and Willem Visser and Jon L. White}, title = {Formal Analysis of the Remote Agent Before and After Flight}, booktitle = {Proc.\ 5th {NASA} Langley Formal Methods Workshop}, year = 2000, _address = {Williamsburg, VA} } @misc{Havenstein:2005, author = {H. Havenstein}, title = {Spring comes to {AI} winter}, howpublished = {{\em Computer World}, Fe.~14}, year = 2005, } @article{Hawkins:1961, author = "Hawkins, J.", year = "1961", title = "Self-organizing systems: {A}~review and commentary", journal = "Proc.\ IRE", volume = "49", _number = "1", pages = "31--48" } @inproceedings{Hay+al:2012, author = "Nicholas Hay and Stuart J. Russell and Solomon Eyal Shimony and David Tolpin", year = "2012", title = "Selecting Computations: Theory and Applications", booktitle = uai12 } @incollection{Hayes:1978, author = "Hayes, Patrick J.", year = "1978", title = "The naive physics manifesto", booktitle = "Expert Systems in the Microelectronic Age", editor = "Michie, D.", publisher = edinburgh, _address = edinburgh-ad } @incollection{Hayes:1979, author = "Hayes, Patrick J.", year = "1979", title = "The logic of frames", booktitle = "Frame Conceptions and Text Understanding", editor = "Metzing, D.", publisher = degruyter, _address = degruyter-ad, _pages = "46--61" } @incollection{Hayes:1985a, author = "Hayes, Patrick J.", year = "1985", title = "Naive physics~{I}: {O}ntology for liquids", booktitle = ftcw, editor = ftcw-ed, publisher = ftcw-pub, _address = ftcw-ad, chapter = "3", _pages = "71--107" } @incollection{Hayes:1985, author = "Hayes, Patrick J.", year = "1985", title = "The second naive physics manifesto", booktitle = ftcw, editor = ftcw-ed, publisher = ftcw-pub, _address = ftcw-ad, chapter = "1", _pages = "1--36" } @article{Hays+Efros:2007, author = {James Hays and Alexei Efros}, title = {Scene Completion {U}sing Millions of Photographs}, journal = {ACM Transactions on Graphics (SIGGRAPH)}, year = "2007", volume = "26", _number = "3" } @inproceedings{He+al:2008, title={{ADASYN}: Adaptive synthetic sampling approach for imbalanced learning}, author={He, Haibo and Bai, Yang and Garcia, Edwardo A and Li, Shutao}, booktitle={2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)}, _pages={1322--1328}, year={2008}, _organization={IEEE} } @inproceedings{he2016deep, title={Deep residual learning for image recognition}, author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian}, booktitle=cvpr16, _pages={770--778}, year={2016} } @article{Heawood:1890, author = {P. J. Heawood}, title = {Map colouring theorem}, journal = {Quarterly Journal of Mathematics}, year = 1890, volume = 24, pages = {332--338} } @book{Hebb:1949, author = "Hebb, Donald O.", year = "1949", title = "The Organization of Behavior", publisher = wiley, _address = wiley-ad } @incollection{Heckerman:1986, author = "Heckerman, D.", year = "1986", title = "Probabilistic interpretation for {MYCIN}'s certainty factors", booktitle = uai86, editor = "Kanal, L. N. and Lemmer, J. F.", publisher = elsevier, _address = elsevier-ad, _pages = "167--196" } @book{Heckerman:1991, author = "Heckerman, D.", year = "1991", title = "Probabilistic Similarity Networks", publisher = mit, _address = mit-ad } @incollection{Heckerman:1998, author = "Heckerman, D.", year = "1998", title = "A tutorial on learning with {B}ayesian networks", booktitle = "Learning in graphical models", editor = "Michael I. Jordan", _address = kluwer-ad, publisher = kluwer } @techreport{Heckerman+al:1994, author = "Heckerman, D. and Geiger, D. and Chickering, D. M.", year = "1994", title = "Learning {B}ayesian networks: {T}he combination of knowledge and statistical data", institution = "Microsoft Research", type = "Technical Report", _number = "MSR-TR-94-09", _address = "Redmond, Washington" } @inproceedings{heess2015learning, title={Learning continuous control policies by stochastic value gradients}, author={Heess, Nicolas and Wayne, Gregory and Silver, David and Lillicrap, Timothy and Erez, Tom and Tassa, Yuval}, booktitle=nips28, _pages={2944--2952}, year={2016} } @book{Heidegger:1927, author = {Martin Heidegger}, title = {Being and Time}, publisher = {SCM Press}, year = 1927 } @book{Heinlein:1973, title={Time Enough for Love}, author={Robert A. Heinlein}, year={1973}, publisher={Putnam} } @article{Held+Karp:1970, author = "Held, M. and Karp, R. M.", year = "1970", title = "The traveling salesman problem and minimum spanning trees", journal = "Operations Research", volume = "18", pages = "1138--1162" } @inproceedings{Helmert:2001, author = {Malte Helmert}, title = {On the Complexity of Planning in Transportation Domains}, booktitle = ecp01, _publisher = springer, _address = {Toledo, Spain}, year = 2001, _editor = {Amadeo Cesta and Daniel Barrajo} } @article{Helmert:2006, author = {Malte Helmert}, title = {The Fast Downward Planning System}, journal = jair, year = 2006, volume = 26, pages = {191--246} } @inproceedings{Helmert+Roger:2008, author = "Malte Helmert and Gabriele R{\"o}ger", year = "2008", title = "How good is almost perfect?", booktitle = aaai08, _address = aaai08-ad, _publisher = aaai08-pub, month = aaai08-mon } @inproceedings{Helmert+al:2011, author = {Malte Helmert and Gabriele R{\"o}ger and Erez Karpas}, title = {Fast Downward Stone Soup: {A} Baseline for Building Planner Portfolios}, year = {2011}, booktitle = {ICAPS} } @article{Hendeby+al:2010, title={Particle Filtering: {The} Need for Speed}, author={Gustaf Hendeby and Rickard Karlsson and Fredrik Gustafsson}, journal={EURASIP J. Adv. Sig. Proc.}, year={2010}, volume={June} } @incollection{Henrion:1988, author = "Henrion, Max", year = "1988", title = "Propagation of uncertainty in {B}ayesian networks by probabilistic logic sampling", booktitle = uai86, editor = "Lemmer, John F. and Kanal, Laveen N.", publisher = elsevier, _address = elsevier-ad, _pages = "149--163" } @Book{Henzinger+Sastry:1998, title = {Hybrid Systems: {C}omputation and Control}, publisher = springer, year = {1998}, editor = {Thomas A. Henzinger and Shankar Sastry}, _address = {springer-ad}, } @phdthesis{Herbrand:1930, author = "Herbrand, Jacques", year = "1930", title = "Recherches sur la Th{\'e}orie de la D{\'e}monstration", school = "University of Paris" } @inproceedings{Herbrich+al:2007, author = "R. Herbrich and T. Minka and T. Graepel", year = "2007", title = "True{S}kill: {A} {B}ayesian skill rating system", booktitle = nips19 } @Article{Orallo:2016, author = {Jos{\'e} Hern{\'a}ndez-Orallo}, title = {Evaluation in artificial intelligence: From task-oriented to ability-oriented measurement}, journal = {Artificial Intelligence Review}, year = {2016}, volume = {48}, pages = {397-447}, } @book{Hess+Ostrom:2007, title={Understanding Knowledge as a Commons}, author={Hess, Charlotte and Ostrom, Elinor}, year={2007}, publisher=mitp } @article{hewitt:77a, author = "Hewitt, C.", title = "Viewing Control Structures as Patterns of Passing Messages", journal = aij, volume = 8, _number = 3, pages = "323--364", year = 1977 } @inproceedings{Hewitt:1969, author = "Hewitt, Carl", year = "1969", title = "{PLANNER}: a~language for proving theorems in robots", booktitle = ijcai69, _address = ijcai69-ad, _publisher = ijcai69-pub, month = ijcai69-mon, _pages = "295--301" } @article{Hezaveh+al:2017, author = {Yashar D. Hezaveh and Laurence Perreault Levasseur and Philip J. Marshall}, title = {Fast automated analysis of strong gravitational lenses with convolutional neural networks}, year = {2017}, journal = {Nature}, pages = {555--557}, volume = {548} } @article{Hierholzer:1873, author = "Hierholzer, C.", year = "1873", title = "{\"U}ber die {M}{\"o}glichkeit, einen {L}inienzug ohne {W}iederholung und ohne {U}nterbrechung zu umfahren", journal = "Mathematische Annalen", volume = "6", pages = "30-32" } @article{Hilbert+Lopez:2011, author = {Martin Hilbert and Priscila Lopez}, title = {The World's Technological Capacity to Store, Communicate, and Compute Information}, year = {2011}, journal = {Science}, volume = {332}, issue = 6025, pages = {60--65} } @book{Hilgard+Bower:1975, author = "Hilgard, E. R. and Bower, G. H. ", year = "1975", title = "Theories of Learning", edition = "4th", publisher = prentice, _address = prentice-ad } @Misc{Hind+al:2018, author = {Michael Hind and Sameep Mehta and Aleksandra Mojsilovic and Ravi Nair and Karthikeyan Natesan Ramamurthy and Alexandra Olteanu and Kush R. Varshney}, title = {Increasing Trust in {AI} Services through Supplier's Declarations of Conformity}, howpublished = {arXiv:1808.07261}, year = {2018} } @book{Hintikka:1962, author = "Jaakko Hintikka", title = "Knowledge and Belief", publisher = cornell, _address = cornell-ad, year = 1962 } @book{Hinton+Anderson:1981, author = "Hinton, G. E. and Anderson, J. A.", year = "1981", title = "Parallel Models of Associative Memory", publisher = lea, _address = lea-ad } @article{Hinton+Nowlan:1987, author = "Hinton, G. E. and Nowlan, S. J.", year = "1987", title = "How learning can guide evolution", journal = "Complex Systems", volume = "1", _number = "3", pages = "495--502" } @InProceedings{Hinton+Sejnowski:1983, author = {Hinton, G. E. and Sejnowski, T.}, title = {Optimal perceptual inference}, booktitle = cvpr83, year = {1983}, month = jun, _address = {Washington, DC}, _pages = {448--453}, _publisher = {ieeecs}, } @incollection{Hinton+Sejnowski:1986, author = "Hinton, G. E. and Sejnowski, T.", year = "1986", title = "Learning and relearning in {B}oltzmann machines", booktitle = pdp, editor = pdp-ed, publisher = pdp-pub, _address = pdp-ad, _chapter = "7", _pages = "282--317" } @incollection{Hinton:1987, author = "Geoffrey E. Hinton", year = "1987", title = "Learning translation invariant recognition in a massively parallel network", editor = "G. Goos and J. Hartmanis", booktitle = "{PARLE}: Parallel Architectures and Languages Europe", publisher = springer } @Article{Hinton+al:2012, author = {Geoffrey E. Hinton and Li Deng and Dong Yu and George Dahl and Abdel Rahman Mohamed and Navdeep Jaitly and Andrew Senior and Vincent Vanhoucke and Patrick Nguyen and Tara Sainath and Brian Kingsbury}, title = {Deep Neural Networks for Acoustic Modeling in Speech Recognition}, journal = {Signal Processing Magazine}, year = {2012}, volume = {29}, pages = {82 - 97}, } @Article{hinton2006fast, author = {Hinton, Geoffrey E and Osindero, Simon and Teh, Y W}, title = {A fast learning algorithm for deep belief nets}, journal = nc, year = {2006}, volume = {18}, pages = {1527--1554}, _number = {7}, publisher = {MIT Press}, } @article{Hirth+al:2013, title={Analyzing costs and accuracy of validation mechanisms for crowdsourcing platforms}, author={Hirth, Matthias and Ho{\ss}feld, Tobias and Tran-Gia, Phuoc}, journal={Mathematical and Computer Modelling}, volume={57}, _number ={11-12}, pages={2918--2932}, year={2013}, publisher={Elsevier} } @inproceedings{Ho+al:2016, title={Showing versus doing: Teaching by demonstration}, author={Ho, Mark K and Littman, Michael L. and MacGlashan, James and Cushman, Fiery and Austerweil, Joseph L}, booktitle=nips29, year={2017} } @inproceedings{Ho:1995, author = {Tin Kam Ho}, title = {Random decision forests}, booktitle = {Proc. 3rd Int'l Conf. on Document Analysis and Recognition}, _pages = {278--282}, year = {1995}, } @book{Hobbs:1990, author = "Hobbs, J. R.", year = "1990", title = "Literature and Cognition", publisher = cslip, _address = cslip-ad } @book{Hobbs+Moore:1985, editor = ftcw-ed, year = "1985", title = ftcw, publisher = ftcw-pub, _address = ftcw-ad } @Misc{Hochreiter91, author = {S. Hochreiter}, title = {{Untersuchungen zu dynamischen neuronalen Netzen. Diploma thesis, Technische Universit\"{a}t M\"{u}nchen}}, year = {1991}, _url = {www7.informatik.tu-muenchen.de/~Ehochreit}, } @article{Hochreiter97, title={Long short-term memory}, author={Hochreiter, S. and Schmidhuber, J.}, journal={Neural Computation}, volume={9}, _number ={8}, pages={1735--1780}, year={1997}, publisher={MIT Press} } @inproceedings{Hoffman+al:2011, title = {Online Learning for Latent {Dirichlet} Allocation}, author = {Matthew Hoffman and Francis R. Bach and David M. Blei}, booktitle = nips23, _editor = {J. D. Lafferty and C. K. I. Williams and J. Shawe-Taylor and R. S. Zemel and A. Culotta}, year = {2011}, _publisher = {Curran Associates, Inc.}, _url = {papers.nips.cc/paper/3902-online-learning-for-latent-dirichlet-allocation.pdf} } @article{Hoffmann:2001, author = {J. Hoffmann}, title = {{FF}: The Fast-Forward Planning System}, journal = aimag, year = 2001, volume = 22, _number = 3, pages = {57--62} } @article{Hoffmann+Brafman:2006, author = {J. Hoffmann and Ronen I. Brafman}, title = {Conformant Planning via Heuristic Forward Search: A New Approach}, journal = aij, year = 2006, volume = 170, _number = {6--7}, pages = {507--541} } @inproceedings{Hoffmann+Brafman:2005, author = {Joerg Hoffmann and Ronen I. Brafman}, title = {Contingent Planning via Heuristic Forward Search with Implicit Belief States}, booktitle = icaps05, year = 2005 } @article{Hoffmann:2005, author = {Jorg Hoffmann}, title = {Where ``Ignoring Delete Lists'' Works: Local Search Topology in Planning Benchmarks }, journal = jair, year = 2005, volume = 24, pages = {685--758} } @article{Hoffmann+Nebel:2001, author = {J{\"o}rg Hoffmann and Bernhard Nebel}, title = {The {FF} Planning System: Fast Plan Generation Through Heuristic Search}, journal = jair, volume = {14}, year = {2001}, pages = {253-302} } @inproceedings{Hoffmann+al:2006, author = {Hoffmann, J\"org and Sabharwal, Ashish and Domshlak, Carmel}, title = {Friends or Foes? {A}n {AI} Planning Perspective on Abstraction and Search}, booktitle = icaps06, month = jun, year = 2006, _pages = {294-303} } @article{Hofleitner+al:2012, title={Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic {Bayesian} Network}, author={Aude Hofleitner and Ryan Herring and Pieter Abbeel and Alexandre M. Bayen}, journal={IEEE Transactions on Intelligent Transportation Systems}, year={2012}, volume={13}, pages={1679-1693} } @article{Hogan85a, author = {N. Hogan}, title = {Impedance control: An approach to manipulation. {P}arts {I}, {II}, and {III}}, journal = "J.\ Dynamic Systems, Measurement, and Control", year = {1985}, volume = {107}, _number = {3}, pages = {1--24} } @article{Hoiem+al:2007, author = "Derek Hoiem and Alexei Efros and Martial Hebert", year = "2007", title = "Recovering Surface Layout from an Image", journal = ijcv, volume = "75", pages = "151--172" } @book{Holland:1975, author = "John H. Holland", title = "Adaption in Natural and Artificial Systems", publisher = "University of Michigan Press", _address = "Ann Arbor, Michigan", year = 1975 } @book{Holland:1995, author = "John H. Holland", title = "Hidden {O}rder: {H}ow {A}daptation {B}uilds {C}omplexity", publisher = addison, year = 1995, _address = addison-ad } @InProceedings{Holte+al:2016, author = {Holte, Robert C and Felner, Ariel and Sharon, Guni and Sturtevant, Nathan R}, title = {Bidirectional Search That Is Guaranteed to Meet in the Middle}, booktitle = aaai16, year = {2016}, _pages = {3411--3417}, _volume = {16}, } @article{Holzmann:1997, author = {G. J. Holzmann}, title = {The {Spin} model checker}, journal = "IEEE Transactions on Software Engineering", year = 1997, volume = 23, _number = 5, pages = {279--295} } @article{Hood:1824, author = "Hood, Alexander", year = "1824", title = "Case 4th---28 {J}uly 1824 ({M}r. {H}ood's cases of injuries of the brain)", journal = "Phrenological Journal and Miscellany", volume = "2", pages = "82--94" } @article{Hooker:1995, author = {J. Hooker}, title = {Testing heuristics: {We} have it all wrong}, journal = {J.\ Heuristics}, year = {1995}, volume = 1, pages = {33--42} } @book{Hoos+Stutzle:2004, author = {Holger H. Hoos and Thomas St{\"u}tzle}, title = {Stochastic Local Search: Foundations and Applications}, publisher =MK, year = {2004} } @incollection{Hoos+Tsang:2006, author = {Holger H. Hoos and Edward Tsang}, editor = {F. Rossi and P. van Beek and T. Walsh}, booktitle = {Handbook of Constraint Processing}, title = {Local Search Methods}, publisher = {Elsevier}, year = 2006, _pages = {135--168} } @article{Hopfield:1982, author = "Hopfield, J. J.", year = "1982", title = "Neural networks and physical systems with emergent collective computational abilities", journal = pnas, volume = "79", pages = "2554--2558" } @article{Horn:1951, author = "Horn, Alfred", year = "1951", title = "On sentences which are true of direct unions of algebras", journal = jsl, volume = "16", pages = "14--21" } @techreport{Horn:1970, author = "Horn, Berthold Klaus Paul", year = "1970 ", title = "Shape from shading: {A} method for obtaining the shape of a smooth opaque object from one view", institution = "MIT Artificial Intelligence Laboratory", type = "Technical Report", _number = "232", _address = mit-ad, month = nov } @book{Horn+Brooks:1989, author = "Horn, Berthold Klaus Paul and Brooks, Michael J.", year = "1989", title = "Shape from Shading", publisher = mit, _address = mit-ad } @article{vanHorn:2003, author = {Kevin Van Horn}, title = {Constructing a Logic of Plausible Inference: {A} Guide To {Cox's} Theorem}, journal = ijar, year = 2003, volume = 34, pages = {3--24} } @PhdThesis{Horning:1969, author = {James Jay Horning}, title = {A Study of Grammatical Inference}, school = {Stanford University}, year = {1969}, } @article{Horswill00a, author = {Horswill, I.}, title = {Functional Programming of Behavior-Based Systems}, journal = {Autonomous Robots}, year = {2000}, volume = {9}, pages = {83--93} } @inproceedings{Horvitz:1987a, author = "Horvitz, E. J.", year = "1987", title = "Problem-solving design: {R}easoning about computational value, trade-offs, and resources", booktitle = "Proc.\ Second Annual {NASA} Research Forum", _address = "Moffett Field, California", _publisher = "NASA Ames Research Center", _pages = "26--43" } @inproceedings{Horvitz+Barry:1995, author = "Horvitz, E. J. and Matthew Barry", title = "Display of Information for Time-Critical Decision Making", booktitle = uai95, _address = uai95-ad, _publisher = uai95-pub, year = 1995, _pages = "296--305" } @inproceedings{Horvitz+al:1998, author = "Horvitz, E. J. and Breese, J. S. and Heckerman, D. and Hovel, D.", year = "1998", title = "The {L}umiere project: {B}ayesian user modeling for inferring the goals and needs of software users", booktitle = uai98, _address = uai98-ad, _publisher = uai98-pub, month = uai98-mon, _pages = "256--265" } @article{Horvitz+al:1988, author = "Horvitz, E. J. and Breese, J. S. and Henrion, M.", year = "1988", title = "Decision theory in expert systems and artificial intelligence", journal = ijar, volume = "2", pages = "247--302" } @inproceedings{Horvitz+Breese:1996, author = {Horvitz, E. J. and Jack S. Breese}, title = {Ideal partition of resources for metareasoning}, booktitle = aaai96, _address = aaai96-ad, _publisher = aaai96-pub, year = 1996, _pages = {1229--1234} } @article{Hotelling:1933, author = "Harold Hotelling", year = "1933", title = "Analysis of a complex of statistical variables into principal components", journal = "J. Ed. Psych.", volume = "24", pages = "417--441" } @book{Howard+Gugger:2020, title={Deep Learning for Coders with fastai and PyTorch}, author={Jeremy Howard and Sylvain Gugger}, publisher={O'Reilly}, year={2020} } @misc{Howard+Ruder:2018, title = {Fine-tuned Language Models for Text Classification}, author = {Jeremy Howard and Sebastian Ruder}, year = {2018}, howpublished = {arXiv:1801.06146} } @book{Howard:1960, author = "Howard, R. A.", year = "1960", title = "Dynamic Programming and {M}arkov Processes", publisher = mit, _address = mit-ad } @article{Howard:1966, author = "Howard, R. A.", year = "1966", title = "Information value theory", journal = "IEEE Transactions on Systems Science and Cybernetics", volume = "SSC-2", pages = "22--26" } @article{Howard:1989, author = "Howard, R. A.", year = "1989", title = "Microrisks for medical decision analysis", journal = "Int.\ J.\ Technology Assessment in Health Care", volume = "5", pages = "357--370" } @incollection{Howard+Matheson:1981, author = "Howard, R. A. and Matheson, J. E.", year = "1984", title = "Influence diagrams", booktitle = "Readings on the Principles and Applications of Decision Analysis", editor = "Howard, R. A. and Matheson, J. E.", publisher = "Strategic Decisions Group", _address = "Menlo Park, California", _pages = "721--762" } @InProceedings{Howe:1987, author = {Douglas Howe}, title = {The Computational Behaviour of {G}irard's Paradox}, booktitle = lics87, year = {1987}, _pages = {205--214}, } @article{Howson:2003, author = "Colin Howson", year = "2003", title = "Probability and Logic", journal = "J. Applied Logic", volume = "1", _number = "3--4", pages = "151--165" } @inproceedings{Hsiao+al:2007, author = "Hsiao, K. and Kaelbling, L. P. and Lozano-Perez, T.", year = "2007", title = "Grasping {POMDPs}", booktitle = icra07 } @book{Hsu:2004, author = {Feng-Hsiung Hsu}, title = {Behind Deep Blue: Building the Computer that Defeated the World Chess Champion}, publisher = {Princeton University Press}, year = 2004 } @article{Hsu+al:1990, author = "Hsu, Feng-Hsiung and Anantharaman, Thomas S. and Campbell, Murray S. and Nowatzyk, Andreas", year = "1990", title = "A~grandmaster chess machine", journal = "Scientific American", volume = "263", _number = "4", month = oct, pages = "44--50" } @inproceedings{Hu+Wellman:1998, author = {J. Hu and M. P. Wellman}, title = {Multiagent reinforcement learning: Theoretical framework and an algorithm}, booktitle = icml98, _pages = {242--250}, year = 1998 } @Article{Hu+Wellman:2003, author = {J. Hu and Michael P. Wellman}, title = {Nash {Q}-learning for general-sum stochastic games}, journal = jmlr, year = {2003}, volume = {4}, pages = {1039--1069}, } @inproceedings{Huang+al:1994, author = "Huang, T. and Koller, D. and Malik, J. and Ogasawara, G. and Rao, B. and Russell, S. J. and Weber, J.", year = "1994", title = "Automatic Symbolic Traffic Scene Analysis Using Belief Networks", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "966--972" } @article{Huang+Russell:1998, author = "Tim Huang and Stuart J. Russell", year = "1998", title = "Object Identification: {A} {B}ayesian Analysis with Application to Traffic Surveillance", journal = aij, volume = 103, pages = "1--17" } @article{Hubel+Wiesel:1962, author = "D. H. Hubel and T. N. Wiesel", year = "1962", title = "Receptive fields, binocular interaction and functional architecture in the cat's visual cortex", journal = "J. Physiology", volume = "160", pages = "106--154" } @article{Hubel+Wiesel:1968, author = "D. H. Hubel and T. N. Wiesel", year = "1968", title = "Receptive fields and functional architecture of monkey striate cortex", journal = "J. Physiology", volume = "195", pages = "215--243" } @book{Hubel:1988, author = "Hubel, David H.", year = "1988", title = "Eye, Brain, and Vision", publisher = freeman, _address = freeman-ad } @article{Hubel+Wiesel-1959, title = {Receptive Fields of Single Neurons in the Cat's Striate Cortex}, author = {David H. Hubel and Torsten N. Wiesel}, journal = {Journal of Physiology}, pages = {574--591}, volume = {148}, year = {1959}, _biburl = {www.bibsonomy.org/bibtex/202c5cf1ee910eadba5efa77b3cd043f6/idsia}, } @book{Huddleston+Pullum:2002, author = {Rodney D. Huddleston and Geoffrey K. Pullum}, title = {The Cambridge Grammar of the English Language}, publisher = {Cambridge University Press}, _address = cambridge-ad, year = 2002 } @incollection{Huffman:1971, author = "Huffman, D. A.", year = "1971", title = "Impossible objects as nonsense sentences", booktitle = mi6, editor = mi6-ed, publisher = mi6-pub, _address = mi6-ad, _pages = "295--324" } @book{Hughes:1995, author = "Hughes, B. D.", year = "1995", title = "Random Walks and Random Environments, {V}ol. 1: {R}andom Walks", publisher = oxford, _address = oxford-ad } @book{Hughes+Cresswell:1996, author = "Hughes, G. E. and Cresswell, M. J.", year = "1996", title = "A New Introduction to Modal Logic", publisher = "Routledge" } @book{Huhns+Singh:1998, editor = "Michael N. Huhns and Munindar Singh", year = "1998", title = "Readings in Agents", publisher = morgan, _address = morgan-ad } @book{Hume:1739, author = "Hume, David", year = "1739", title = "A~Treatise of Human Nature", publisher = "Republished by Oxford University Press, 1978", address = oxford-ad, edition = "2nd" } @InCollection{Humphrys:2008, author = {Mark Humphrys}, title = {How my program passed the {T}uring test}, booktitle = {Parsing the Turing Test}, publisher = {Springer}, year = {2008}, editor = {Robert Epstein and Gary Roberts and Grace Beber}, } @InProceedings{Hunsberger+Grosz:2000, author = {Luke Hunsberger and Barbara J. Grosz}, title = {A Combinatorial Auction for Collaborative Planning}, booktitle = {Int.\ Conference on Multi-Agent Systems}, year = {2000}, } @article{Hunt+Brock:1992, author = {W.A. Hunt and B.C. Brock}, title = {A Formal {HDL} and Its Use in the {{FM}9001} Verification}, journal = "Phil.\ Trans.\ Roy.\ Soc.", year = 1992, volume = 339 } @article{Hunter+States:1992, author = "Hunter, L. and States, D. J.", year = "1992", title = "Bayesian classification of protein structure", journal = "IEEE Expert", volume = "7", _number = "4", month = aug, pages = "67--75" } @inproceedings{Hur+al:2014, author = "C.-K. Hur and A. V. Nori and S. K. Rajamani and S. Samuel", year = "2014", title = "Slicing Probabilistic Programs", booktitle = "PLDI-14" } @PhdThesis{Hurst:2000, author = {M. Hurst}, title = {The Interpretation of Text in Tables}, school = {Edinburgh}, year = 2000 } @article{Hurwicz:1973, author = {Hurwicz, Leo}, title = {The design of mechanisms for resource allocation}, journal = {American Economic Review Papers and Proceedings}, year = 1973, volume = 63, _number = 1, pages = {1--30} } @Book{Huth+Ryan:2004, title = {Logic in Computer Science: Modelling and Reasoning About Systems}, publisher = {Cambridge University Press}, year = {2004}, author = {Michael Huth and Mark Ryan}, edition = {2nd}, } @article{Huttenlocher+Ullman:1990, author = "Huttenlocher, D. and Ullman, S.", year = "1990", title = "Recognizing solid objects by alignment with an image", journal = ijcv, volume = "5", _number = "2", month = nov, pages = "195--212" } @book{Hutter+al:2019, title={Automated Machine Learning}, author={Hutter, Frank and Kotthoff, Lars and Vanschoren, Joaquin}, year={2019}, publisher={Springer} } @incollection{Huygens:1657, author = "Huygens, Christian", year = "1657", title = "De ratiociniis in ludo aleae", booktitle = "Exercitionum Mathematicorum", editor = "van Schooten, F.", publisher = elsevirii, address = elsevirii-ad, note = "Translated into English by John Arbuthnot (1692)" } @article{Huyn+al:1980, author = "Nam Huyn and Rina Dechter and Pearl, J.", year = "1980", title = "Probabilistic Analysis of the Complexity of {A*}", journal = aij, volume = "15", _number = "3", pages = "241--254" } @inproceedings{Huynh+Roy:2009, author = "Huynh, V. A. and Roy, N.", year = "2009", title = "{icLQG}: Combining local and global optimization for control in information space", booktitle = icra09 } @inproceedings{Hwa:1998, author = "Rebecca Hwa", title = "An Empirical Evaluation of Probabilistic Lexicalized Tree Insertion Grammars", booktitle = acl98, _address = "Montreal", _pages = "557-563", year = "1998" } @inproceedings{Hwang+Schubert:1993, author = "Chung Hee Hwang and Schubert, L. K.", year = "1993", title = "{EL}: {A}~formal, yet natural, comprehensive knowledge representation", booktitle = aaai93, _address = aaai93-ad, _publisher = aaai93-pub, month = aaai93-mon, _pages = "676--682" } @article{Hyafil+Rivest:1976, author = {Laurent Hyafil and Ronald Rivest}, title = {Constructing Optimal Binary Decision Trees is {NP}-Complete}, journal = {Information Processing Letters}, year = {1976}, volume = {5}, _number = {1}, pages = {15--17} } @inproceedings{ieong:2005a, author = "S. Ieong and Y. Shoham", title = "Marginal Contribution Nets: A Compact Representation Scheme for Coalitional Games", booktitle = "Proc.\ Sixth ACM Conference on Electronic Commerce (EC'05)", year = 2005 } @article{Ingerman:1967, author = "Ingerman, P. Z.", year = "1967", title = "Panini--{B}ackus form suggested", journal = cacm, volume = "10", _number = "3", pages = "137" } @inproceedings{Intille+Bobick:1999, year = 1999, title = "A Framework for Recognizing Multi-Agent Action from Visual Evidence", author = "S. Intille and A. Bobick", booktitle = aaai99, _address = aaai99-ad, _publisher = aaai99-pub, _pages = "518--525" } @misc{Ioffe+Szegedy:2015, title={Batch normalization: {A}ccelerating deep network training by reducing internal covariate shift}, author={Ioffe, Sergey and Szegedy, Christian}, year={2015}, howpublished={arXiv:1502.03167} } @misc{rlblogpost, title={Deep Reinforcement Learning Doesn't Work Yet}, author={Irpan, Alex}, howpublished={www.alexirpan.com/2018/02/14/rl-hard.html}, year={2018} } @inproceedings{Isard+Blake:1996, author = "Isard, M. and Blake, A.", year = "1996", title = "Contour tracking by stochastic propagation of conditional density", booktitle = eccv96, _address = "Cambridge, UK", _publisher = springer, month = apr, _pages = "343--356" } @inproceedings{i2i, title={Image-to-image translation with conditional adversarial networks}, author={P. Isola and J-Y. Zhu and T. Zhou and A. Efros}, booktitle=cvpr17, year=2017, } @inproceedings{Jaakkola+Jordan:1996, author = "Jaakkola, T. and Jordan, M. I.", year = "1996", title = "Computing upper and lower bounds on likelihoods in intractable networks", booktitle = uai96, _address = uai96-ad, _publisher = uai96-pub, _pages = "340--348" } @book{jacobson1970differential, title={Differential Dynamic Programming}, author={Jacobson, David H and Mayne, David Q}, year={1970}, publisher={North-Holland} } @article{Jaderberg+al:2019, title={Human-level performance in {3D} multiplayer games with population-based reinforcement learning}, author={Jaderberg, Max and Czarnecki, Wojciech M and Dunning, Iain and Marris, Luke and Lever, Guy and Castaneda, Antonio Garcia and Beattie, Charles and Rabinowitz, Neil C and Morcos, Ari S and Ruderman, Avraham and others}, journal={Science}, volume={364}, _number ={6443}, pages={859--865}, year={2019}, publisher={American Association for the Advancement of Science} } @misc{Jaderberg+al:2017, title = {Population Based Training of Neural Networks}, author = {Max Jaderberg and Valentin Dalibard and Simon Osindero and Wojciech M. Czarnecki and Jeff Donahue and Ali Razavi and Oriol Vinyals and Tim Green and Iain Dunning and Karen Simonyan and Chrisantha Fernando and Koray Kavukcuoglu}, year = {2017}, howpublished = {arXiv:1711.09846} } @inproceedings{Jaffar+Lassez:1987, author = "Jaffar, J. and Lassez, J.-L.", year = "1987", title = "Constraint logic programming", booktitle = "Proc.\ Fourteenth {ACM} POPL Conference", organization = acm, month = "21--23 January", _address = "Munich", _pages = "111--119" } @article{Jaffar+al:1992, author = "Jaffar, J. and Michaylov, S. and Stuckey, P. J. and Yap, R. H. C.", year = "1992", title = "The {{CLP}(R)} language and system", journal = "ACM Transactions on Programming Languages and Systems", volume = "14", _number = "3", month = jul, pages = "339--395" } @InProceedings{Jain+al:2010, author = {Dominik Jain and Andreas Barthels and Michael Beetz}, title = "Adaptive {M}arkov Logic Networks: {L}earning Statistical Relational Models with Dynamic Parameters", _pages = "937--942", booktitle = ecai10, year = {2010}, _location = "Lisbon" } @InProceedings{Jain+al:2007, author = {Dominik Jain and Bernhard Kirchlechner and Michael Beetz}, title = "Extending {M}arkov Logic to Model Probability Distributions in Relational Domains", _pages = "129--143", booktitle = {30th Annual German Conference on AI (KI)}, year = {2007}, _location = "Osnabr{\"u}ck, Germany" } @book{James+al:2013, author = {Gareth James and Daniela Witten and Trevor Hastie and Robert Tibshirani}, title = {An Introduction to Statistical Learning with Applications in R}, publisher = springer, _address = springer-ad, year = 2013 } @inproceedings{Jarrett-ICCV2009-small, original = "orig/jarrett-iccv-09.pdf", title = "What is the Best Multi-Stage Architecture for Object Recognition?", author = "Jarrett, Kevin and Kavukcuoglu, Koray and Ranzato, Marc'Aurelio and LeCun, Yann", booktitle = iccv09, year = "2009" } @book{Jaynes:2003, author = {E. T. Jaynes}, title = {Probability Theory: The Logic of Science}, publisher = {Cambridge Univ. Press}, year = 2003 } @book{Jeffrey:1983, author = "Jeffrey, Richard C.", year = "1983", title = "The Logic of Decision", publisher = chicago, _address = chicago-ad, edition = "2nd" } @book{Jeffreys:1948, author = {H. Jeffreys}, title = {Theory of Probability}, publisher = {Oxford}, _address = oxford-ad, year = 1948 } @article{Jelinek:1976, author = "Jelinek, F.", year = "1976", title = "Continuous speech recognition by statistical methods", journal = "Proc.\ IEEE", volume = "64", _number = "4", month = apr, pages = "532--556" } @inproceedings{Jelinek+Mercer:1980, author = {Jelinek, F. and R. L. Mercer}, title = {Interpolated estimation of {Markov} source parameters from sparse data}, booktitle = {Proc.\ Workshop on Pattern Recognition in Practice}, _pages = {381--397}, year = 1980, _publisher = {North Holland}, _address = elsevier-ad } @book{Jennings:1906, author = "Jennings, Herbert Spencer", year = "1906", title = "Behavior of the Lower Organisms", publisher = "Columbia University Press", _address = "New York" } @article{Jenniskens+al:1994, author = "Jenniskens, P. and Betlem, H. and Betlem, J. and Barifaijo, E.", year = "1994", title = "The {M}bale meteorite shower", journal = "Meteoritics", volume = "29", _number = "2", pages = "246--254" } @book{Jensen:2007, author = {Finn V. Jensen}, title = {Bayesian Networks and Decision Graphs}, publisher = springer, year = 2007 } @misc{Ji+al:2014, title = {Differential Privacy and Machine Learning: {A} Survey and Review}, author = {Zhanglong Ji and Zachary Chase Lipton and Charles Elkan}, year = {2014}, howpublished = {arXiv:1412.7584} } @misc{Jiang+Nachum:2019, author = {Heinrich Jiang and Ofir Nachum}, title = {Identifying and Correcting Label Bias in Machine Learning}, howpublished = {arXiv:1901.04966}, year = {2019}, } @article{Jimenez+Torras:2000, author = "Jimenez, P. and Torras, C.", year = "2000", title = "An efficient algorithm for searching implicit {{AND}/{OR}} graphs with cycles", journal = aij, volume = "124", _number = "1", pages = "1--30" } @inproceedings{Joachims:2001, author = {Thorsten Joachims}, title = {A Statistical Learning Model of Text Classification with Support Vector Machines}, booktitle = sigir01, _address = {New Orleans}, _publisher = acm, year = 2001, _pages = {128--136} } @article{Johnson:1998, author = {Johnson, Mark}, title = {{PCFG} Models of Linguistic Tree Representations}, journal = {Comput. Linguist.}, issue_date = {December 1998}, volume = {24}, _number = {4}, month = dec, year = {1998}, issn = {0891-2017}, pages = {613--632}, numpages = {20}, _url = {dl.acm.org/citation.cfm?id=972764.972768}, acmid = {972768}, publisher = {MIT Press}, } @article{Johnson+Story:1879, author = "Johnson, W. W. and Story, W. E.", year = "1879", title = "Notes on the ``15'' puzzle", journal = "American Journal of Mathematics", volume = "2", pages = "397--404" } @article{Johnston+Adorf:1992, author = "Johnston, M. D. and Adorf, H.-M.", year = "1992", title = " Scheduling with neural networks: {T}he case of the {H}ubble space telescope", journal = "Computers and Operations Research", volume = "19", _number = "3--4", month = apr, pages = "209--240" } @inproceedings{Jonathan+al:2009, title={Devious chatbots-interactive malware with a plot}, author={Jonathan, Pan Juin Yang and Fung, Chun Che and Wong, Kok Wai}, booktitle={FIRA RoboWorld Congress}, _pages={110--118}, year={2009}, _organization={Springer} } @article{Jones+Love:2011, author = "Matt Jones and Bradley C. Love", year = "2011", title = "Bayesian Fundamentalism or Enlightenment? {On} the explanatory status and theoretical contributions of {B}ayesian models of cognition", journal = bbs, volume = "34", pages = "169--231" } @inproceedings{Jones+al:1998, author = "Jones, R. M. and Laird, J. and Nielsen, P. E.", year = "1998", title = "Automated intelligent pilots for combat flight simulation", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, _pages = "1047--54" } @inproceedings{Jones+al:1999, author = {Rosie Jones and Andrew McCallum and Kamal Nigam and Ellen Riloff}, title = "Bootstrapping for Text Learning Tasks", booktitle = "Proc.\ {IJCAI}-99 Workshop on Text Mining: Foundations, Techniques, and Applications", _address = ijcai99-ad, year = 1999, _pages = "52--63" } @book{Jones:2007, title = "Artificial Intelligence: {A} Systems Approach", author = "Tim Jones", year = "2007", publisher = "Infinity Science Press", _address = "Hingham, MA" } @inproceedings{Jonsson+al:2000, author = "Ari Jonsson and Paul Morris and Nicola Muscettola and Kanna Rajan and Ben Smith", title = "Planning in Interplanetary Space: {T}heory and Practice", booktitle = aips00, _address = aips00-ad, _publisher = aips00-pub, year = 2000, _pages = {177--186} } @misc{Jordan:2005, author = "Jordan, M. I.", year = "2005", title = "Dirichlet processes, {C}hinese restaurant processes and all that", howpublished = "Tutorial presentation at the {NeurIPS} Conference" } @TechReport{Jordan:1986, author = "Michael I. Jordan", title = "Serial order: {A} parallel distributed processing approach", institution = "UCSD Institute for Cognitive Science", year = 1986, _number = "8604" } @article{jordan1999introduction, title={An introduction to variational methods for graphical models}, author={Jordan, Michael I and Ghahramani, Zoubin and Jaakkola, Tommi and Saul, Lawrence K}, journal=ml, volume={37}, _number ={2}, pages={183--233}, year={1999}, _publisher={Springer} } @incollection{Jouannaud+Kirchner:1991, author = "Jean-Pierre Jouannaud and Claude Kirchner", year = "1991", title = "Solving equations in abstract algebras: {A} rule-based survey of unification", booktitle = "Computational Logic", editor = "Jean-Louis Lassez and Gordon Plotkin", publisher = mit, _address = mit-ad, _pages = "257--321" } @misc{Joulin+al:2016, title={Bag of tricks for efficient text classification}, author={Joulin, Armand and Grave, Edouard and Bojanowski, Piotr and Mikolov, Tomas}, year={2016}, howpublished={arXiv:1607.01759} } @inproceedings{Jouppi+al:2017, title={In-datacenter performance analysis of a tensor processing unit}, author={Jouppi, Norman P and Young, Cliff and Patil, Nishant and Patterson, David A. and others}, booktitle={ACM/IEEE 44th International Symposium on Computer Architecture}, _pages={1--12}, year={2017}, _organization={IEEE} } @article{Joy:2000, author = {Bill Joy}, title = {Why the Future Doesn't Need Us}, journal = {Wired}, year = 2000, volume = 8, _number = 4 } @misc{Jozefowicz+al:2016, title = {Exploring the Limits of Language Modeling}, author = {Rafal Jozefowicz and Oriol Vinyals and Mike Schuster and Noam Shazeer and Yonghui Wu}, year = {2016}, howpublished = {arXiv:1602.02410} } @inproceedings{jozefowicz2015empirical, title={An empirical exploration of recurrent network architectures}, author={Jozefowicz, Rafal and Zaremba, Wojciech and Sutskever, Ilya}, booktitle=icml15, _pages={2342--2350}, year={2015} } @inproceedings{Juels+Wattenberg:1996, author = "Juels, A. and Wattenberg, M.", title = "Stochastic hillclimbing as a baseline method for evaluating genetic algorithms", booktitle = nips8, _pages = "430-6", _publisher = mit, _address = mit-ad, year = 1996, _editor = "D. S. Touretzky and M. C. Mozer and M. E. Hasselmo" } @book{Julesz:1971, author = {Bela Julesz}, title = {Foundations of Cyclopean Perception}, publisher = chicago, _address = chicago-ad, year = {1971} } @misc{Julian+al:2018, author = {Kyle D. Julian and Mykel J. Kochenderfer and Michael P. Owen}, title = {Deep Neural Network Compression for Aircraft Collision Avoidance Systems}, year = {2018}, howpublished = {arXiv:1810.04240}, } @misc{Juliani+al:2018, title = {Unity: {A} General Platform for Intelligent Agents}, author = {Arthur Juliani and Vincent{-}Pierre Berges and Esh Vckay and Yuan Gao and Hunter Henry and Marwan Mattar and Danny Lange}, year = {2018}, howpublished = {arXiv:1809.02627} } @inproceedings{Junker:2003, author = {Ulrich Junker}, title = {The logic of ilog (j)configurator: Combining constraint programming with a description logic}, booktitle = {Proc.\ {IJCAI}-03 Configuration Workshop}, year = {2003}, _pages = {13--20} } @book{Jurafsky+Martin:2020, author = "Daniel Jurafsky and James H. Martin", title = "Speech and Language Processing: {A}n Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition", publisher = prentice, edition = "3rd", year = 2020 } @article{Kadane+Simon:1977, author = "Kadane, J. B. and H. A. Simon", year = "1977", title = "Optimal strategies for a class of constrained sequential problems", journal = "Annals of Statistics", volume = "5", pages = "237--255" } @article{Kadane+Larkey:1982, author = {Joseph B. Kadane and Patrick D. Larkey}, title = {Subjective Probability and the Theory of Games}, journal = {Management Science}, _number = 2, volume = 28, pages = {113-120}, month = Feb, year = 1982 } @article{Kaelbling+al:1998, author = "Kaelbling, Leslie P. and Littman, M. L. and Cassandra, Anthony R.", year = "1998", title = "Planning and acting in partially observable stochastic domains", journal = aij, volume = "101", pages = "99--134" } @article{Kaelbling+Rosenschein:1990, author = "Kaelbling, Leslie P. and Rosenschein, Stanley J.", year = "1990", title = "Action and planning in embedded agents", journal = "Robotics and Autonomous Systems", volume = "6", _number = "1--2", month = jun, pages = "35--48" } @book{Kager:1999, author = {Rene Kager}, title = {Optimality Theory}, publisher = cambridge, _address = cambridge-ad, year = 1999 } @article{Kahn+Marshall:1953, author = "H. Kahn and A. W. Marshall", year = "1953", title = "Methods of Reducing Sample Size in {M}onte {C}arlo Computations", journal = "Operations Research", volume = "1", _number = "5", pages = "263--278" } @article{Kahn:1950a, title={Random sampling ({Monte Carlo}) techniques in neutron attenuation problems--{I}}, author={Kahn, Herman}, journal={Nucleonics}, volume={6}, _number ={5}, pages={27--passim}, year={1950} } @article{Kahn:1950b, title={Random sampling ({Monte Carlo}) techniques in neutron attenuation problems--{II}}, author={Kahn, Herman}, journal={Nucleonics}, volume={6}, _number ={6}, pages={60--65}, year={1950} } @book{Kahneman+Egan:2011, title={Thinking, Fast and Slow}, author={Kahneman, Daniel}, year={2011}, publisher={Farrar, Straus and Giroux} } @book{Kahneman+al:1982, editor = "Kahneman, Daniel and Slovic, Paul and Tversky, Amos", year = "1982", title = "Judgment under Uncertainty: Heuristics and Biases", publisher = cambridge, _address = cambridge-ad } @article{Kahneman+Tversky:1979, author = {Daniel Kahneman and Amos Tversky}, title = {Prospect Theory: An Analysis of Decision under Risk}, journal = {Econometrica}, year = 1979, pages = {263--291}, volume = 47 } @inproceedings{Kaindl+Khorsand:1994, author = "Kaindl, H. and Khorsand, A.", year = "1994", title = "Memory-bounded bidirectional search", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "1359--1364" } @article{Kalman:1960, author = "Kalman, R.", year = "1960", title = "A new approach to linear filtering and prediction problems", journal = "J.\ Basic Engineering", volume = "82", pages = "35--46" } @article{Kambhampati:1994, year = 1994, author = "Kambhampati, S.", title = "Exploiting causal structure to control retrieval and refitting during plan reuse", journal = ci, volume = 10, pages = "213-244" } @inproceedings{Kanade+al:1986, title={Autonomous land vehicle project at {CMU}}, author={Kanade, Takeo and Thorpe, Chuck and Whittaker, William}, booktitle={ACM Fourteenth Annual Conference on Computer Science}, _pages={71--80}, year={1986}, _organization={ACM} } @misc{Kanal:2017, title={Machine Learning in Cybersecurity}, author={Eliezer Kanal}, howpublished={CMU SEI Blog, insights.sei.\allowbreak{}cmu.\allowbreak{}edu/\allowbreak{}sei\textunderscore{}blog/2017/06/machine-learning-in-cybersecurity.html}, year={2017} } @inproceedings{angjoo, author={A. Kanazawa and M. Black and D.W. Jacobs and J. Malik}, title={End-to-end Recovery of Human Shape and Pose}, booktitle=cvpr18, year=2018 } @article{Sparrow:2004, title={The {Turing} triage test}, author={Sparrow, Robert}, journal={Ethics and Information Technology}, volume={6}, _number ={4}, pages={203--213}, year={2004}, publisher={Springer} } @inproceedings{Kanazawa+al:1995, author = "Keiji Kanazawa and Daphne Koller and Stuart J. Russell", year = "1995", title = "Stochastic simulation algorithms for dynamic probabilistic networks", booktitle = uai95, _address = uai95-ad, _publisher = uai95-pub, month = uai95-mon, _pages = "346--351" } @misc{Kang+Wildes:2016, title={Review of action recognition and detection methods}, author={Kang, Soo Min and Wildes, Richard P}, year={2016}, howpublished={arXiv:1610.06906} } @inproceedings{Kanter+Veeramachaneni:2015, author = {James Max Kanter and Kalyan Veeramachaneni}, title = {Deep feature synthesis: Towards automating data science endeavors}, booktitle = {Proc. IEEE Int'l Conf. on Data Science and Advanced Analytics}, _pages = {1--10}, year = {2015}, } @misc{Kantorovich:1939, author = "L. V. Kantorovich", year = "1939", title = "Mathematical Methods of Organizing and Planning Production", howpublished = "Published in translation in {\em Management Science}, {\em 6}(4), 366--422, 1960" } @article{Kaplan+Montague:1960, author = "David Kaplan and Richard Montague", title = "A Paradox Regained", journal = "Notre Dame Formal Logic", year = "1960", volume = "1", _number = "3", pages = "79--90" } @article{Karaboga+Basturk:2007, title={A powerful and efficient algorithm for numerical function optimization: {A}rtificial bee colony ({ABC}) algorithm}, author={Karaboga, Dervis and Basturk, Bahriye}, journal={Journal of global optimization}, volume={39}, _number ={3}, pages={459--471}, year={2007}, publisher={Springer} } @inproceedings{Karamchandani+al:1989, title={Adaptive importance sampling}, author={Ashish Karamchandani and Peter Bjerager and C Allin Cornell}, booktitle={Proc.\ Fifth International Conference on Structural Safety and Reliability}, year=1989, _pages={855--862}, } @article{Karmarkar:1984, author = "Narendra Karmarkar", year = "1984", title = "A New Polynomial-Time Algorithm for Linear Programming", journal = "Combinatorica", volume = "4", pages = "373-395" } @incollection{Karp:1972, author = "Karp, Richard M.", year = "1972", title = "Reducibility among combinatorial problems", booktitle = "Complexity of Computer Computations", editor = "Miller, R. E. and Thatcher, J. W.", publisher = plenum, _address = plenum-ad, _pages = "85--103" } @misc{Karpathy:2015, title={The unreasonable effectiveness of recurrent neural networks}, author={Karpathy, Andrej}, howpublished={Andrej Karpathy blog, karpathy.github.io/2015/05/21/rnn-effectiveness/}, year={2015} } @inproceedings{karpathy2015deep, title={Deep visual-semantic alignments for generating image descriptions}, author={Karpathy, Andrej and Fei-Fei, Li}, booktitle=cvpr15, _pages={3128--3137}, year={2015} } @misc{karras2017progressive, title={Progressive growing of {GANs} for improved quality, stability, and variation}, author={Karras, Tero and Aila, Timo and Laine, Samuli and Lehtinen, Jaakko}, year={2017}, howpublished={arXiv:1710.10196} } @inproceedings{karsch, title={Rendering synthetic objects into legacy photographs}, author={K. Karsch and V. Hedau and D.A. Forsyth and D. Hoiem}, booktitle={SIGGRAPH Asia}, year=2011, } @inproceedings{Kartam:1990, author = "Kartam, N. A. and Levitt, R. E.", title = "A constraint-based approach to construction planning of multi-story buildings", booktitle = "Expert Planning Systems", year = "1990", organization = "Institute of Electrical Engineers", _address = "London", _pages = "245--250", note = "" } @techreport{Kasami:1965, author = "Kasami, T.", year = "1965", title = "An efficient recognition and syntax analysis algorithm for context-free languages", institution = "Air Force Cambridge Research Laboratory", _address = "Bedford, Massachusetts", _number = "AFCRL-65-758" } @article{Katehakis+Veinott:1987, author = "Michael N. Katehakis and Arthur F. Veinott", year = "1987", title = "The Multi-Armed Bandit Problem: {D}ecomposition and Computation", journal = "Mathematics of Operations Research", volume = "12", pages = "185--376" } @inproceedings{Katz:1997, title={Annotating the World Wide Web using natural language}, author={Katz, Boris}, booktitle={RIAO '97}, _pages={136--155}, year={1997}, _organization={LE CENTRE DE HAUTES ETUDES INTERNATIONALES D'INFORMATIQUE DOCUMENTAIRE} } @book{Kaufmann+al:2000, author = "M. Kaufmann and P. Manolios and J. S. Moore", title = "Computer-Aided Reasoning: {A}n Approach", publisher = kluwer, _address = kluwer-ad, year = 2000 } @inproceedings{Kautz:2006, author = {Henry Kautz}, title = {Deconstructing Planning as Satisfiability}, booktitle = aaai06, year = 2006 } @inproceedings{Kautz+al:1996, year = 1996, author = "Henry Kautz and McAllester, D. A. and Bart Selman", title = "Encoding Plans in Propositional Logic", booktitle = kr96, _address = "Cambridge, Massachusetts", _publisher = morgan, _pages = "374--384" } @inproceedings{Kautz+Selman:1992, year = 1992, author = "Henry Kautz and Bart Selman", title = "Planning as Satisfiability", booktitle = ecai92, _address = "Vienna", _publisher = wiley, _pages = "359--363" } @misc{Kautz+Selman:1998, year = 1998, author = "Henry Kautz and Bart Selman", title = "{BLACKBOX}: A new approach to the application of theorem proving to problem solving", howpublished = "Working Notes of the AIPS-98 Workshop on Planning as Combinatorial Search" } @article{Kavraki96a, author = "L. Kavraki and P. Svestka and J.-C. Latombe and M. Overmars", title = "Probabilistic Roadmaps for Path Planning in High-Dimensional Configuration Spaces", journal = {{IEEE} Transactions on Robotics and Automation}, year = {1996}, volume = {12}, _number = {4}, pages = {566--580} } @inproceedings{Kazemi+al:2017, author = "Seyed Mehran Kazemi and Angelika Kimmig and Van den Broeck, Guy and David Poole", year = "2017", title = "New Liftable Classes for First-Order Probabilistic Inference", booktitle = nips29 } @book{Kearns:1990, author = "Kearns, M.", year = "1990", title = "The Computational Complexity of Machine Learning", publisher = mit, _address = mit-ad } @inproceedings{Kearns+al:2000, author = "Kearns, M. and Yishay Mansour and Andrew Y. Ng", title = "Approximate Planning in Large {POMDP}s via Reusable Trajectories", booktitle = nips12, _publisher = mit, _address = mit-ad, year = 2000, _editor = "S. A. Solla and T. K. Leen and K.-R. M{\"u}ller" } @inproceedings{Kearns+Singh:1998, author = "Kearns, M. and Singh, S.", year = "1998", title = "Near-optimal reinforcement learning in polynomial time", booktitle = icml98, _address = icml98-ad, _publisher = icml98-pub, month = icml98-mon, _pages = "260--268" } @book{Kearns+Vazirani:1994, author = "Kearns, M. and Vazirani, Umesh", year = "1994", title = "An Introduction to Computational Learning Theory", publisher = mit, _address = mit-ad } @unpublished{Kearns:1988, title={Thoughts on Hypothesis Boosting}, year={1988}, author={Michael Kearns}, note]={unpublished class project}} @article{Kearns+al:2002, author = "Michael Kearns and Yishay Mansour and Andrew Y. Ng", year = "2002", title = "A sparse sampling algorithm for near-optimal planning in large {M}arkov decision processes", journal = ml, volume = "49", pages = "193--208" } @article{Kebeasy+al:1998, author = "Rashad M. Kebeasy and Amin I. Hussein and Saied A. Dahy", year = "1998", title = "Discrimination between natural earthquakes and nuclear explosions using the {A}swan {S}eismic {N}etwork ", journal = "Annali di Geofisica", volume = "41", _number = "2", pages = "127--140" } @article{Keeney:1974, author = "Keeney, Ralph L.", year = "1974", title = "Multiplicative utility functions", journal = "Operations Research", volume = "22", pages = "22--34" } @book{Keeney+Raiffa:1976, author = "Keeney, Ralph L. and Raiffa, Howard", year = "1976", title = "Decisions with Multiple Objectives: Preferences and Value Tradeoffs", publisher = wiley, _address = wiley-ad } @article{Kelley:1960, author = "Kelley, Henry J.", year = "1960", title = "Gradient theory of optimal flight paths", journal = "ARS Journal", volume = "30", pages = "947--954" } @book{Kemp:1989, editor = "Kemp, Martin", year = "1989", title = "Leonardo on Painting: An Anthology of Writings", publisher = yale, _address = yale-ad } @article{Kempe:1879, author = {Alfred Bray Kempe}, title = {On the geographical problem of the four-colors}, journal = {American Journal of Mathematics}, year = 1879, volume = 2, pages = {193--200} } @article{Kephart+Chess:2003, author = "Jeffrey O. Kephart and David M. Chess", year = "2003", title = "The Vision of Autonomic Computing", journal = "IEEE Computer", volume = "36", _number = "1", pages = "41--50" } @inproceedings {Kersting+al:2000, author = {K. Kersting and L. De Raedt and S. Kramer}, title = {Interpreting {B}ayesian Logic Programs}, year = {2000}, booktitle = {{Proc.} AAAI-00 Workshop on Learning Statistical Models from Relational Data} } @misc{Keskar+al:2019, title={{CTRL: A} Conditional Transformer Language Model for Controllable Generation}, author={Keskar, Nitish Shirish and McCann, Bryan and Varshney, Lav and Xiong, Caiming and Socher, Richard}, year={2019}, howpublished={arXiv:1909} } @book{Keynes:1921, author = "Keynes, John Maynard", year = "1921", title = "A~Treatise on Probability", publisher = macmillan, _address = macmillan-ad } @article{Khare:2006, author = {Rohit Khare}, title = {Microformats: The Next (Small) Thing on the Semantic Web}, journal = {IEEE Internet Computing}, year = 2006, volume = 10, _number = 1, pages = {68--75} } @article{Khatib86a, author = {Khatib, O.}, title = {Real-time obstacle avoidance for robot manipulator and mobile robots}, journal = "Int.\ J.\ Robotics Research", year = {1986}, volume = {5}, _number = {1}, pages = {90-98} } @inproceedings{Kim+al:2016, title={Examples are not enough, learn to criticize! {C}riticism for interpretability}, author={Kim, Been and Khanna, Rajiv and Koyejo, Oluwasanmi O}, booktitle=nips29, _pages={2280--2288}, year={2017} } @phdthesis{Kim:1983, author = "Kim, Jin H.", year = "1983", title = "{CONVINCE}: {A}~Conversational Inference Consolidation Engine", school = "Department of Computer Science, UCLA" } @inproceedings{Kim+Pearl:1983, author = "Kim, Jin H. and Pearl, J.", year = "1983", title = "A~computational model for combined causal and diagnostic reasoning in inference systems", booktitle = ijcai83, _address = ijcai83-ad, _publisher = ijcai83-pub, month = ijcai83-mon, _pages = "190--193" } @InProceedings{Kim+al:2007, author = {Jong-Hwan Kim and Chi-Ho Lee and Kang-Hee Lee and Kuppuswamy, N.S.}, title = {Evolving Personality of a Genetic Robot in Ubiquitous Environment}, booktitle = {Proc.\ 16th {IEEE} International Symposium on Robot and Human Interactive Communication}, year = {2007}, _pages = {848--853}, } @Misc{Kim:2018, author = {Tae Wan Kim}, title = {Explainable artificial intelligence ({XAI}), the goodness criteria and the grasp-ability test}, howpublished = {arXiv:1810.09598}, year = {2018}, _volume = {1}, } @misc{Kingma+Welling:2013, title={Auto-encoding variational {Bayes}}, author={Kingma, Diederik P and Welling, Max}, year={2013}, howpublished={arXiv:1312.6114} } @book{Kirk:2004, title = "Optimal Control Theory: {An} Introduction", author = "Donald E. Kirk", year = "2004", publisher = dover, _address = dover-ad } @article{Kirkpatrick+al:1983, author = "Kirkpatrick, S. and Gelatt, C. D. and Vecchi, M. P.", year = "1983", title = "Optimization by simulated annealing", journal = "Science", volume = "220", pages = "671--680" } @inproceedings{Kisynski+Poole:2009, author = {Jacek Kisynski and David Poole}, title = {Lifted Aggregation in Directed First-order Probabilistic Models}, booktitle = ijcai09, year = 2009 } @misc{Kitaev+al:2020, title={Reformer: The Efficient Transformer}, author={Nikita Kitaev and Lukasz Kaiser and Anselm Levskaya}, year={2020}, howpublished={arXiv:2001.04451}, } @misc{Kitaev+Klein:2018, title = {Constituency Parsing with a Self-Attentive Encoder}, author = {Nikita Kitaev and Dan Klein}, year = {2018}, howpublished = {arXiv:1805.01052} } @inproceedings{Kitani+al:2012, author = "Kris M. Kitani and Brian D. Ziebart abd James Andrew Bagnell and Martial Hebert", year = "2012", title = "Activity forecasting", booktitle = eccv12 } @inproceedings{Kitano97a, author = "H. Kitano and M. Asada and Y. Kuniyoshi and I. Noda and E. Osawa", title = "{RoboCup}: The Robot World Cup Initiative", booktitle = "Proc.\ First International Conference on Autonomous Agents", _publisher = "ACM Press", _address = "New York", _editor = "W. Lewis Johnson and B. Hayes-Roth", _pages = "340--347", year = "1997" } @inproceedings{Kjaerulff:1992, author = "Kjaerulff, U.", year = "1992", title = "A computational scheme for reasoning in dynamic probabilistic networks", booktitle = uai92, _address = uai92-ad, month = uai92-mon, _publisher = uai92-pub, _pages = "121--129" } @article{Klarman+al:1968, author = "Klarman, Herbert E. and Francis, John and Rosenthal, Gerald D.", year = "1968", title = "Cost effectiveness analysis applied to the treatment of chronic renal disease", journal = "Medical Care", volume = "6", pages = "48--54" } @inproceedings{Klein+Manning:2001, author = {Dan Klein and Christopher Manning}, title = {Parsing with Treebank Grammars: {E}mpirical Bounds, Theoretical Models, and the Structure of the {P}enn Treebank}, booktitle = acl01, year = 2001 } @InProceedings{Klein+Manning:2003, author = {Dan Klein and Christopher Manning}, title = {A* Parsing: Fast exact {Viterbi} parse selection}, booktitle = {HLT-NAACL-03}, _pages = {119--126}, year = 2003 } @misc{Kleinberg+al:2016, title = {Inherent Trade-Offs in the Fair Determination of Risk Scores}, author = {Jon M. Kleinberg and Sendhil Mullainathan and Manish Raghavan}, year = {2016}, howpublished = {arXiv:1609.05807} } @article{Klemperer:2002, author = {Paul Klemperer}, title = {What Really Matters in Auction Design}, journal = "J.\ Economic Perspectives", year = 2002, volume = 16, _number = 1 } @inproceedings{Kneser+Ney:1995, author = {R. Kneser and H. Ney}, title = {Improved backing-off for {M}-gram language modeling}, booktitle = icassp95, _pages = {181--184}, year = 1995 } @inproceedings{Knoblock:1991, title={Search Reduction in Hierarchical Problem Solving.}, author={Knoblock, Craig A}, booktitle=aaai91, _volume={91}, _pages={686--691}, year={1991} } @article{Knuth:1964, author = "Knuth, D. E.", title = "Representing Numbers Using Only One 4", journal = "Mathematics Magazine", year = 1964, volume = 37, _number = "Nov/Dec", pages = "308-310" } @article{Knuth+Moore:1975, author = "Knuth, D. E.", year = "1975", title = "An analysis of alpha--beta pruning", journal = aij, volume = "6", _number = "4", pages = "293--326" } @book{Knuth:2015, author = "Knuth, D. E.", year = "2015", title = "The Art of Computer Programming", publisher = addison, _address = addison-ad, volume = "4, Fascicle 6: Satisfiability" } @incollection{Knuth+Bendix:1970, author = "Knuth, D. E. and Bendix, P. B.", year = "1970", title = "Simple word problems in universal algebras", booktitle = "Computational Problems in Abstract Algebra", editor = "Leech, J.", publisher = pergamon, _address = pergamon-ad, _pages = "263--267" } @Article{kober2013reinforcement, author = {Kober, Jens and Bagnell, J Andrew and Peters, Jan}, title = {Reinforcement learning in robotics: {A} survey}, journal = {International Journal of Robotics Research}, year = {2013}, volume = {32}, pages = {1238--1274}, _number = {11}, publisher = {SAGE Publications Sage UK: London, England}, } @book{Koch:2019, author={Christof Koch}, title={The Feeling of Life Itself}, year={2019}, publisher=mitp } @book{Kochenderfer:2015, title={Decision Making Under Uncertainty: Theory and Application}, author={Kochenderfer, Mykel J}, year={2015}, publisher=mitp } @inproceedings{Kocsis+Szepesvari:2006, author = {L. Kocsis and C. Szepesvari}, title = {Bandit-based {M}onte-{C}arlo planning}, booktitle = ecml06, year = 2006 } @InProceedings{Koditschek:1987, author = {Koditschek, D.}, title = {Exact robot navigation by means of potential functions: {S}ome topological considerations}, booktitle = icra87, year = {1987}, _volume = {1}, month = apr, _address = {Raleigh, North Carolina}, _pages = {1--6}, _publisher = {ieeecs}, } @book{Koehn:2009, author = {Philipp Koehn}, title = {Statistical Machine Translation}, publisher = {Cambridge University Press}, year = 2009 } @Article{Koelsch+Siebel:2005, author = {Koelsch, Stefan and Siebel, Walter A}, title = {Towards a neural basis of music perception}, journal = {Trends in Cognitive Sciences}, year = {2005}, volume = {9}, pages = {578--584}, _number = {12}, publisher = {Elsevier}, } @book{Koenderink:1990, author = "Koenderink, J. J.", year = "1990", title = "Solid Shape", publisher = mit, _address = mit-ad } @article{Koenderink+VanDoorn:1991, author = "Koenderink, J. J. and van Doorn, A. J", title = {Affine structure from motion}, journal = josaa, volume = 8, pages = {377-385}, year = 1991 } @techreport{Koenig:1991, author = "Koenig, Sven", year = "1991", title = "Optimal Probabilistic and Decision-Theoretic Planning using {M}arkovian Decision Theory", institution = "Computer Science Division, University of California, Berkeley", type = "Master's Report", _address = "Berkeley" } @inproceedings{Koenig:2000, author = "Sven Koenig", title = "Exploring unknown environments with real-time search or reinforcement learning", booktitle = nips12, _publisher = mit, _address = mit-ad, year = 2000, _editor = "S. A. Solla and T. K. Leen and K.-R. M{\"u}ller" } @article{Koenig:2001, author = {Sven Koenig}, title = {Agent-Centered Search}, journal = aimag, year = 2001, volume = 22, _number = 4, pages = {109--131} } @Article{Koenig+Likhachev:2002, author = {Koenig, Sven and Likhachev, Maxim}, title = {{D* Lite}}, journal = aaai15, year = {2002}, volume = {15}, } @Article{Koenig+al:2004, author = {Koenig, Sven and Likhachev, Maxim and Furcy, David}, title = {Lifelong planning {A*}}, journal = aij, year = {2004}, volume = {155}, pages = {93--146}, _number = {1-2}, publisher = {Elsevier}, } @article{Kolesky+al:2014, title={{3D} bioprinting of vascularized, heterogeneous cell-laden tissue constructs}, author={Kolesky, David B and Truby, Ryan L and Gladman, A Sydney and Busbee, Travis A and Homan, Kimberly A and Lewis, Jennifer A}, journal={Advanced Materials}, volume={26}, _number ={19}, pages={3124--3130}, year={2014}, publisher={Wiley Online Library} } @article{Koller+al:1996, author = "D. Koller and N. Meggido and B. von Stengel", title = "Efficient computation of equilibria for extensive two-person games", journal = "Games and Economic Behaviour", volume = 14, _number = 2, pages = "247--259", year = 1996 } @article{Koller+Pfeffer:1997b, author = "Koller, D. and Pfeffer, A.", title = "Representations and Solutions for Game-Theoretic Problems", journal = aij, volume = "94", _number = "1--2", pages = "167--215", year = "1997" } @inproceedings{Koller+Pfeffer:1998, author = "Koller, D. and Pfeffer, A.", year = "1998", title = "Probabilistic frame-based systems", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, _pages = "580--587" } @book{Koller+Friedman:2009, author = {Daphne Koller and Nir Friedman}, title = {Probabilistic Graphical Models: Principles and Techniques}, publisher = mit, _address = mit-ad, year = 2009 } @inproceedings{Koller+al:1997, author = {Daphne Koller and David A. McAllester and Avi Pfeffer}, title = {Effective {B}ayesian Inference for Stochastic Programs}, booktitle = aaai97, year = {1997}, _pages = {740-747} } @inproceedings{Koller+Parr:2000, author = "Daphne Koller and Ron Parr", title = "Policy iteration for factored {MDP}s", year = 2000, booktitle = uai00, _publisher = uai00-pub, _address = uai00-ad, _pages = "326--334" } @inproceedings{Koller+Sahami:1997, author = "Daphne Koller and Mehran Sahami", title = "Hierarchically classifying documents using very few words", booktitle = icml97, _publisher = icml97-pub, _pages = "170--178", year = "1997", city = "Nashville" } @article{Kolmogorov:1941, author = "Kolmogorov, Andrei N.", year = "1941", title = "Interpolation und Extrapolation von Stationaren Zufalligen Folgen", journal = "Bulletin of the Academy of Sciences of the USSR", volume = "Ser. Math. 5", pages = "3--14" } @book{Kolmogorov:1950, author = "Kolmogorov, Andrei N.", year = "1950", title = "Foundations of the Theory of Probability", publisher = chelsea, _address = chelsea-ad } @Article{Kolmogorov:1963, author = {Kolmogorov, Andrei N.}, title = {On tables of random numbers}, journal = {Sankhya, the Indian Journal of Statistics: Series A}, year = {1963}, volume = {25}, number = {4}, pages = {369-376}, } @article{Kolmogorov:1965, author = "Kolmogorov, Andrei N.", year = "1965", title = "Three approaches to the quantitative definition of information", journal = "Problems in Information Transmission", volume = "1", _number = "1", pages = "1--7" } @inproceedings{Kolter+al:2008, author = "J. Zico Kolter and Pieter Abbeel and Andrew Y. Ng", year = "2008", title = "Hierarchical apprenticeship learning, with application to quadruped locomotion", booktitle = nips20 } @article{Kondrak+VanBeek:1997, author = "Grzegorz Kondrak and Peter van Beek", year = "1997", title = "A Theoretical Evaluation of Selected Backtracking Algorithms", journal = aij, volume = "89", pages = "365--387" } @misc{Konevcny+al:2016, title={Federated learning: {Strategies} for improving communication efficiency}, author={Kone{\v{c}}n{\`y}, Jakub and McMahan, H Brendan and Yu, Felix X and Richt{\'a}rik, Peter and Suresh, Ananda Theertha and Bacon, Dave}, year={2016}, howpublished={arXiv:1610.05492} } @inproceedings{Konolige97a, author = "Konolige, K.", title = "{COLBERT}: {A} language for reactive control in {S}aphira", booktitle = {K\"unstliche Intelligenz: Advances in Artificial Intelligence}, year = 1997, _publisher = {Springer verlag}, series = {{LNAI}}, _pages = {31--52} } @INPROCEEDINGS{Konolige04a, AUTHOR = {K. Konolige}, TITLE = {Large-Scale Map-Making}, YEAR = {2004}, BOOKTITLE = aaai04, _PAGES = {457--463} } @incollection{Konolige:1982, author = "Konolige, Kurt", year = "1982", title = "A~first order formalization of knowledge and action for a multi-agent planning system", booktitle = mi10, editor = mi10-ed, publisher = mi10-pub, _address = mi10-ad } @inproceedings{Konolige:1994, author = {Kurt Konolige}, title = {Easy to be hard: {Difficult} problems for greedy algorithms}, booktitle = kr94, _pages = {374--378}, year = 1994 } @incollection{Koopmans:1972, author = "Koopmans, T. C.", year = "1972", title = "Representation of preference orderings over time", booktitle = "Decision and Organization", editor = "McGuire, C. B. and Radner, R.", publisher = elsevier, _address = elsevier-ad } @book{Korb+Nicholson:2010, title={Bayesian Artificial Intelligence}, author={Korb, Kevin B and Nicholson, Ann}, year={2010}, publisher=crc } @article{Korf:1985b, author = "Korf, R. E.", year = "1985", title = "Depth-first iterative-deepening: an optimal admissible tree search", journal = aij, volume = "27", pages = "97--109" } @inproceedings{Korf:1985a, author = "Korf, R. E.", year = "1985", title = "Iterative-deepening {A}*: {A}n optimal admissible tree search", booktitle = ijcai85, _address = ijcai85-ad, _publisher = ijcai85-pub, month = ijcai85-mon, _pages = "1034--1036" } @article{Korf:1987, author = "Korf, R. E.", year = "1987", title = "Planning as search: {A} quantitative approach", journal = aij, volume = "33", pages = "65--88" } @article{Korf:1990, author = "Korf, R. E.", year = "1990", title = "Real-time heuristic search", journal = aij, volume = "42", _number = "3", pages = "189--212", note = "" } @article{Korf:1993, author = "Korf, R. E.", year = "1993", title = "Linear-space best-first search", journal = aij, volume = "62", _number = "1", month = jul, pages = "41--78" } @article{Korf+Chickering:1996, author = "Korf, R. E. and Chickering, D. Max", year = "1996", title = "Best-first minimax search", journal = aij, volume = "84", _number = "1--2", pages = "299--337" } @article{Korf+Felner:2002, author = "Korf, R. E. and Felner, A.", year = "2002", title = "Disjoint pattern database heuristics", journal = aij, volume = "134", _number = "1--2", pages = "9--22" } @InProceedings{Korf+Zhang:2000, author = {Korf, R. E. and W. Zhang}, title = {Divide-and-Conquer Frontier Search Applied to Optimal Sequence Alignment}, booktitle = aaai00, year = {2000}, _address = {mit-ad}, _pages = {910--916}, _publisher = {mit}, city = {Austin}, } @InProceedings{Korf:1997, author = {Korf, Richard E}, title = {Finding optimal solutions to {Rubik's Cube} using pattern databases}, booktitle = aaai97, year = {1997}, _pages = {700--705}, } @InProceedings{Korf+Reid:1998, author = {Korf, Richard E and Reid, Michael}, title = {Complexity analysis of admissible heuristic search}, booktitle = aaai98, year = {1998}, _pages = {305--310}, } @article{Koutsoupias+Papadimitriou:1992, author = "Koutsoupias, E. and Papadimitriou, C. H.", year = "1992", title = "On the greedy algorithm for satisfiability", journal = "Information Processing Letters", volume = "43", _number = "1", pages = "53--55" } @Misc{Kovacs:2011, author = {Kovacs, D. L.}, title = {{BNF} Definition of {PDDL3.1}}, howpublished = {Unpublished manuscript from the IPC-2011 website}, year = {2011}, } @inproceedings{Kowalski:1974, author = "Kowalski, R.", year = "1974", title = "Predicate logic as a programming language", booktitle = "Proc.\ {IFIP} Congress", _publisher = elsevier, _pages = "569--574" } @book{Kowalski:1979, author = "Kowalski, R.", year = "1979", title = "Logic for Problem Solving", publisher = elsevier, _address = elsevier-ad } @article{Kowalski:1988, author = "Kowalski, R.", year = "1988", title = "The early years of logic programming", journal = cacm, volume = "31", pages = "38--43" } @article{Kowalski+Sergot:1986, author = "Kowalski, R. and Sergot, M.", year = "1986", title = "A logic-based calculus of events", journal = "New Generation Computing", volume = "4", _number = "1", pages = "67--95" } @book{Koza:1992, author = "Koza, John R.", year = "1992", title = "Genetic Programming: On the Programming of Computers by Means of Natural Selection", publisher = mit, _address = mit-ad } @Book{Koza:1994, title = {Genetic Programming {II}: {A}utomatic Discovery of Reusable Programs}, publisher = mit, year = {1994}, author = {Koza, John R.}, _address = {mit-ad}, } @book{Koza+al:1999, author = "Koza, John R. and Forrest H. Bennett and David Andre and Martin A. Keane", year = "1999", title = "Genetic Programming {III}: {D}arwinian Invention and Problem Solving", publisher = morgan, _address = morgan-ad, _url = "vkrakovna.wordpress.com/2018/04/02/specification-gaming-examples-in-ai/" } @misc{Krakovna:2018, author={Victoria Krakovna}, title={Specification gaming examples in {AI}}, year={2018}, publisher={vkrakovna.wordpress.com}} @misc{Kraska+al:2017, title = {The Case for Learned Index Structures}, author = {Kraska, T. and Beutel, A. and Chi, E.~H. and Dean, J. and Polyzotis, N.}, year = {2017}, howpublished = {arXiv:1712.01208} } @book{kraus:2001a, author = "S. Kraus", title = "Strategic Negotiation in Multiagent Environments", publisher = mitp, year = 2001 } @article{Kraus+al:1991, author = "Kraus, S. and Ephrati, E. and Lehmann, D.", title = "Negotiation in a non-cooperative environment", journal = aij, year = 1991, volume = 3, _number = 4, pages = "255--281" } @inproceedings{Krause+Guestrin:2005b, author = "A. Krause and C. Guestrin", year = "2005", title = "Optimal Nonmyopic Value of Information in Graphical Models: {E}fficient Algorithms and Theoretical Limits", booktitle = ijcai05 } @article{Krause+Guestrin:2009, author = "Andreas Krause and Carlos Guestrin", year = "2009", title = "Optimal Value of Information in Graphical Models", journal = jair, volume = "35", pages = "557--591" } @article{Krause+al:2008, author = "Andreas Krause and Brendan McMahan and Carlos Guestrin and Anupam Gupta", year = "2008", title = "Robust Submodular Observation Selection", journal = jmlr, volume = "9", pages = "2761--2801" } @article{Kripke:1963, author = "Kripke, Saul A.", year = "1963", title = "Semantical considerations on modal logic", journal = "Acta Philosophica Fennica", volume = "16", pages = "83--94" } @book{krishna:2002a, author = "V. Krishna", title = "Auction Theory", publisher = AP, year = 2002 } @book{Krishnamurthy:2016, author = "Vikram Krishnamurthy", year = "2016", title = "Partially Observed Markov Decision Processes: {F}rom Filtering to Controlled Sensing.", publisher = cambridge } @article{Krishnanand+Ghose:2009, title={Glowworm swarm optimisation: {A} new method for optimising multi-modal functions}, author={Krishnanand, KN and Ghose, Debasish}, journal={International Journal of Computational Intelligence Studies}, volume={1}, _number ={1}, pages={93--119}, year={2009}, publisher={Inderscience Publishers} } @inproceedings{Krizhevsky+al:2013, title={Image{N}et classification with deep convolutional neural networks}, author={Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoffrey E}, booktitle=nips25, _pages={1097--1105}, year={2013} } @article{Krogh+al:1994b, author = {A. Krogh and M. Brown and I. S. Mian and K. Sjolander and D. Haussler}, title = {Hidden {M}arkov models in computational biology: Applications to protein modeling}, journal = {J.\ Molecular Biology}, year = 1994, volume = 235, pages = {1501--1531} } @inproceedings{Krogh+Hertz:1992, author = "Anders Krogh and John A. Hertz", year = "1992", title = "A simple weight decay can improve generalization", booktitle = nips4 } @article{Kruppa:1913, author = "Kruppa, E.", year = "1913", title = "Zur {E}rmittlung eines {O}bjecktes aus zwei {P}erspektiven mit innerer {O}rientierung", journal = "Sitz.-Ber. Akad. Wiss., Wien, Math. Naturw., Kl. Abt. IIa", volume = "122", pages = "1939--1948" } @book{Kubler+al:2009, author = {Sandra K\"{u}bler and Ryan McDonald and Joakim Nivre}, title = {Dependency Parsing}, publisher = {Morgan \& Claypool}, year = 2009 } @inproceedings{kuffner2000rrt, title={{RRT}-connect: An efficient approach to single-query path planning}, author={Kuffner, James J and LaValle, Steven}, booktitle=icra00, _volume={2}, year={2000} } %%%%%%%%%%% END ROBOTICS FROM ANCA @incollection{Kuhn:1953, author = "H. W. Kuhn", year = "1953", title = "Extensive games and the problem of information", booktitle = "Contributions to the Theory of Games {II}", editor = "H. W. Kuhn and A. W. Tucker", publisher = princeton, _address = princeton-ad } @article{Kuhn:1955, author = "Harold W. Kuhn", year = "1955", title = "The {H}ungarian Method for the assignment problem", journal = "Naval Research Logistics Quarterly", volume = "2", pages = "83--97" } @incollection{Kuipers:1985, author = {B. J. Kuipers}, title = {Qualitative Simulation}, booktitle = "Qualitative Reasoning About Physical Systems", _pages = {169--203}, publisher = {MIT Press}, year = 1985, editor = {D. Bobrow} } @article{Kuipers88b, author = {Kuipers, B. J. and Levitt, T. S.}, title = {Navigation and Mapping in Large-Scale Space}, journal = aimag, year = {1988}, volume = 9, _number = 2, pages = "25--43" } @incollection{Kuipers:2001, author = {Benjamin J. Kuipers}, title = {Qualitative Simulation}, booktitle = {Encyclopedia of Physical Science and Technology}, publisher = {Academic Press}, year = 2001, editor = {R. A. Meyers} } @inproceedings{Kulkarni+al:2015, author = "Kulkarni, T. and Kohli, P. and Tenenbaum, J. B. and Mansinghka, V. K.", year = "2015", title = "Picture: {A} probabilistic programming language for scene perception", booktitle = cvpr15 } @book{Kumar+Varaiya:1986, author = "P. R. Kumar and Pravin Varaiya", year = "1986", title = "Stochastic Systems: {E}stimation, Identification, and Adaptive Control", publisher = prentice, _address = prentice-ad } @misc{Kumar:2017, title = {A Survey of Deep Learning Methods for Relation Extraction}, author = {Shantanu Kumar}, year = {2017}, howpublished = {arXiv:1705.03645} } @incollection{Kumar+Kanal:1988, author = "Kumar, Vipin and Kanal, Laveen N.", year = "1988", title = "The {CDP}: {A} unifying formulation for heuristic search, dynamic programming, and branch-and-bound", editor = "Kanal, Laveen N. and Kumar, Vipin", booktitle = "Search in Artificial Intelligence", publisher = springer, _address = springer-ad, _chapter = "1", _pages = "1--27" } @inproceedings{Kurien+al:2002, author = "J. Kurien and P. Nayak and D. E. Smith", year = "2002", title = "Fragment-based conformant planning", booktitle = aips02, _address = aips02-ad, _publisher = aips02-pub } @misc{Kurth+al:2018, title = {Exascale Deep Learning for Climate Analytics}, author = {Thorsten Kurth and Sean Treichler and Joshua Romero and Mayur Mudigonda and Nathan Luehr and Everett H. Phillips and Ankur Mahesh and Michael Matheson and Jack Deslippe and Massimiliano Fatica and Prabhat and Michael Houston}, year = {2018}, howpublished = {arXiv:1810.01993} } @book{Kurzweil:2005, author = {Kurzweil, R.}, title = {The Singularity is Near}, publisher = {Viking}, year = 2005 } @InProceedings{Kwok+al:2001, author = {Cody Kwok and Oren Etzioni and Daniel S. Weld}, title = {Scaling Question Answering to the Web}, booktitle = "Proc.\ 10th International Conference on the World Wide Web", year = 2001 } @book{LaMettrie:1748, author = "La Mettrie, Julien Offray", year = "1748", title = "L'homme machine", publisher = luzac, address = luzac-ad } @inproceedings{LaMura+Shoham:1999, title = "Expected Utility Networks", author = "La Mura, P. and Shoham, Y.", year = "1999", booktitle = uai99, _publisher = uai99-pub, _address = uai99-ad, month = uai99-mon, _pages = "366--373" } @article{Laborie:2003, author = {Philippe Laborie}, title = {Algorithms for propagating resource constraints in {AI} planning and scheduling}, journal = aij, year = 2003, volume = 143, _number = 2, pages = {151--188} } @inproceedings{Ladkin:1986, author = "Ladkin, P.", year = "1986", title = "Primitives and units for time specification", booktitle = aaai86, _address = aaai86-ad, _publisher = aaai86-pub, month = aaai86-mon, _volume = "1", _pages = "354--359" } @inproceedings{Ladkin:1986a, author = "Ladkin, P.", year = "1986", title = "Time representation: a taxonomy of interval relations", booktitle = aaai86, _address = aaai86-ad, _publisher = aaai86-pub, month = aaai86-mon, _volume = "1", _pages = "360--366" } @inproceedings{Lafferty+al:2001, author = {John Lafferty and Andrew McCallum and Fernando Pereira}, title = {Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data}, booktitle = icml01, year = {2001} } @article{Lai+Robbins:1985, author = "T. L. Lai and H. Robbins", year = "1985", title = "Asymptotically efficient adaptive allocation rules", journal = "Advances in Applied Mathematics", volume = "6", pages = "4--22" } @article{Laird+al:1987, author = "Laird, J. and Newell, A. and Rosenbloom, P. S.", year = "1987", title = "{SOAR}: An architecture for general intelligence", journal = aij, volume = "33", _number = "1", month = sep, pages = "1--64" } @article{Laird+al:1986, author = "Laird, J. and Rosenbloom, P. S. and Newell, A.", year = "1986", title = "Chunking in {Soar}: The anatomy of a general learning mechanism", journal = ml, volume = "1", pages = "11--46" } @inproceedings{Laird:2008, author = {John Laird}, title = {Extending the {Soar} Cognitive Architecture}, booktitle = {Artificial General Intelligence Conference}, year = 2008 } @article{Lake+al:2015, author = "B.M. Lake and R. Salakhutdinov and J. B. Tenenbaum", year = "2015", title = "Human-level concept learning through probabilistic program induction", journal = "Science", volume = "350", pages = "1332--1338" } @book{Lakoff:1987, author = "Lakoff, George", year = "1987", title = "Women, Fire, and Dangerous Things: What Categories Reveal About the Mind", publisher = chicago, _address = chicago-ad } @book{Lakoff+Johnson:1980, author = "Lakoff, George and Johnson, Mark", year = "1980", title = "Metaphors We Live By", publisher = chicago, _address = chicago-ad } @book{Lakoff+Johnson:1999, author = {George Lakoff and Mark Johnson}, title = {Philosophy in the Flesh : The Embodied Mind and Its Challenge to Western Thought}, publisher = {Basic Books}, year = 1999 } @inproceedings{Lam+Greenspan:2008, author = {J. Lam and M. Greenspan}, title = {Eye-in-hand visual servoing for accurate shooting in pool robotics}, booktitle = {5th Canadian Conference on Computer and Robot Vision}, year = 2008 } @book{Lamarck:1809, author = "Lamarck, Jean Baptiste", year = "1809", title = "Philosophie zoologique", publisher = "Chez Dentu et L{'}Auteur", address = "Paris" } @misc{Lample+Conneau:2019, title = {Cross-lingual Language Model Pretraining}, author = {Guillaume Lample and Alexis Conneau}, year = {2019}, howpublished = {arXiv:1901.07291} } @article{Landhuis:2004, author = {Esther Landhuis}, title = {Lifelong debunker takes on arbiter of neutral choices: Magician-turned-mathematician uncovers bias in a flip of a coin}, journal = {Stanford Report}, year = 2004, volume = {{\rm June 7}}, } @book{Langdon+Poli:2002, author = {William Langdon and Riccardo Poli}, title = {Foundations of Genetic Programming}, publisher = {Springer}, year = 2002 } @book{Langton:1995, editor = "Langton, Christopher", year = "1995", title = "Artificial Life", publisher = mit, _address = mit-ad } @incollection{LaPaugh:2010, author = {LaPaugh, Andrea S.}, booktitle = {VLSI Layout Algorithms}, title = {Algorithms and Theory of Computation Handbook}, editor = {Atallah, Mikhail J. and Blanton, Marina}, year = {2010}, publisher = {Chapman \& Hall/CRC}, } @book{Laplace:1816, author = "Laplace, Pierre", year = "1816", title = "Essai philosophique sur les probabilit{\'{e}}s", address = "Paris", edition = "3rd", publisher = "Courcier Imprimeur" } @inproceedings{Larochelle+Murray:2011, author = {Hugo Larochelle and Ian Murray}, title = {The Neural Autoregressive Distribution Estimator}, booktitle = aistats11, _volume = {15 of JMLR: W\&CP}, year = 2011, } @article{Larson:1931, author = {S. C. Larson}, title = {The shrinkage of the coefficient of multiple correlation}, journal = {J.\ Educational Psychology}, year = 1931, volume = 22, pages = {45--55} } @article{Laskey:1995, author = "K. B. Laskey", year = "1995", title = "Sensitivity analysis for probability assessments in {Bayesian} networks", journal = ieee-smc, volume = "25", pages = "901--909" } @article{Laskey:2008, author = "K. B. Laskey", year = "2008", title = "{MEBN}: {A} Language for First-Order {B}ayesian Knowledge Bases", journal = aij, volume = "172", pages = "140--178" } @book{Latombe:1991, author = "Latombe, Jean-Claude", year = "1991", title = "Robot Motion Planning", publisher = kluwer, _address = kluwer-ad } @article{Lauritzen:1995, author = "Lauritzen, S.", year = "1995", title = "The {EM} Algorithm for Graphical Association Models with Missing Data", journal = "Computational Statistics and Data Analysis", volume = "19", pages = "191-201" } @article{Lauritzen+al:1990, author = "Lauritzen, S. and Dawid, A. P. and Larsen, B. and Leimer, H.", year = "1990", title = "Independence properties of directed {M}arkov fields", journal = "Networks", volume = "20", _number = "5", pages = "491--505" } @article{Lauritzen+Spiegelhalter:1988, author = "Lauritzen, S. and Spiegelhalter, David J.", year = "1988", title = "Local computations with probabilities on graphical structures and their application to expert systems", journal = royalstats, volume = "B~50", _number = "2", pages = "157--224" } @article{Lauritzen+Wermuth:1989, author = "Lauritzen, S. and Wermuth, N.", year = "1989", title = "Graphical models for associations between variables, some of which are qualitative and some quantitative", journal = "Annals of Statistics", volume = "17", pages = "31-57" } @book{LaValle:2006, author = {Steven LaValle}, title = {Planning Algorithms}, publisher = {Cambridge University Press}, year = 2006 } @book{Lawler+al:1992, author = "Lawler, E. L. and J. K. Lenstra and A. Kan and D. B. Shmoys", title = {The Travelling Salesman Problem}, publisher = {Wiley Interscience}, year = 1992 } @incollection{Lawler+al:1993, author = "Lawler, E. L. and J. K. Lenstra and A. Kan and D. B. Shmoys", title = "Sequencing and scheduling: {A}lgorithms and complexity", booktitle = "Logistics of Production and Inventory: Handbooks in Operations Research and Management Science, Volume 4", editor = "S. C. Graves and P. H. Zipkin and A. H. G. Rinnooy Kan", publisher = "North-Holland", _address = "Amsterdam", _pages = "445--522", year = "1993" } @article{Lawler+Wood:1966, author = "Lawler, E. L. and Wood, D. E.", year = "1966", title = "Branch-and-bound methods: {A} survey", journal = "Operations Research", volume = "14", pages = "699--719" } @inproceedings{Lazanas+Latombe:1992, author = "Lazanas, A. and Latombe, J.-C.", year = "1992", title = "Landmark-based robot navigation", booktitle = aaai92, _address = aaai92-ad, _publisher = aaai92-pub, month = aaai92-mon, _pages = "816--822", note = "" } @inproceedings{Eckerle+al:2017, title={Sufficient conditions for node expansion in bidirectional heuristic search}, author={Eckerle, J{\"u}rgen and Chen, Jingwei and Sturtevant, Nathan R and Zilles, Sandra and Holte, Robert C}, booktitle=icaps17, year={2017} } @article{Lebedev+Nicolelis:2006, title={Brain-machine interfaces: {P}ast, present and future}, author={Lebedev, Mikhail A and Nicolelis, Miguel AL}, journal={Trends in Neurosciences}, volume={29}, _number ={9}, pages={536--546}, year={2006}, publisher={Elsevier} } @book{Lecoutre:2009, title={Constraint Networks: Techniques and Algorithms}, author={Lecoutre, Christophe}, year={2009}, publisher={Wiley-IEEE Press} } @inproceedings{LeCun+al:1990, author = "Y. LeCun and J. Denker and S.A. Solla", year = "1990", title = "Optimal brain damage", booktitle = nips2 } @article{LeCun+al:1989, author = "LeCun, Y. and Jackel, L. and Boser, B. and Denker, J.", year = "1989", title = "Handwritten digit recognition: Applications of neural network chips and automatic learning", journal = "IEEE Communications Magazine", volume = "27", _number = "11", month = nov, pages = "41--46" } @inproceedings{LeCun+al:1995, author = "Y. LeCun and L. Jackel and L. Bottou and A. Brunot and C. Cortes and J. Denker and H. Drucker and I. Guyon and U. Muller and E. Sackinger and P. Simard and V. N. Vapnik", title = "Comparison of learning algorithms for handwritten digit recognition", booktitle = "Int.\ Conference on Artificial Neural Networks", _editor = "Fogelman, F. and Gallinari, P.", _pages = "53--60", year = "1995", _publisher = springer, _address = springer-ad, city = "Paris, France" } @article{LeCun+al:2015, title={Deep learning}, author={LeCun, Yann and Bengio, Yoshua and Hinton, Geoffrey E.}, journal={Nature}, volume={521}, _number ={7553}, pages={436--444}, year={2015}, publisher={Nature Publishing Group} } @article{Lee+al:2012, title={Neural basis of reinforcement learning and decision making}, author={Lee, Daeyeol and Seo, Hyojung and Jung, Min Whan}, journal={Annual {R}eview of {N}euroscience}, volume={35}, pages={287--308}, year={2012}, publisher={Annual Reviews} } @book{Lee:2018, title={AI Superpowers: China, Silicon Valley, and the New World Order}, author={Lee, Kai-Fu}, year={2018}, publisher=houghton } @book{Leech+al:2001, author = {G. Leech and P. Rayson and A. Wilson}, title = {Word Frequencies in Written and Spoken English: Based on the British National Corpus}, publisher = {Longman}, _address = longman-ad, year = 2001 } @book{Legendre:1805, author = {A. M. Legendre}, title = {Nouvelles m\'{e}thodes pour la d\'{e}termination des orbites des com\`{e}tes}, publisher = {{C}hez {F}irmin {D}idot}, address={{P}aris}, year = {1805} } @article{Lehmann+al:2015, author = {Jens Lehmann and Robert Isele and Max Jakob and Anja Jentzsch and Dimitris Kontokostas and Pablo N. Mendes and Sebastian Hellmann and Mohamed Morsey and Patrick van Kleef and S{\"{o}}ren Auer and Christian Bizer}, title = {{DBpedia -- A} large-scale, multilingual knowledge base extracted from {Wikipedia}}, journal = {Semantic Web}, volume = {6}, _number = {2}, pages = {167--195}, year = {2015}, _url = {doi.org/10.3233/SW-140134}, doi = {10.3233/SW-140134}, timestamp = {Wed, 14 Nov 2018 10:33:52 +0100}, _biburl = {dblp.org/rec/bib/journals/semweb/LehmannIJJKMHMK15}, bibsource = {dblp computer science bibliography, dblp.org} } @book{Lehrer:2009, author = {Jonah Lehrer}, title = {How We Decide}, publisher = {Houghton Mifflin}, year = 2009 } @misc{Leike+al:2017, title = {{AI} Safety Gridworlds}, author = {Jan Leike and Miljan Martic and Victoria Krakovna and Pedro A. Ortega and Tom Everitt and Andrew Lefrancq and Laurent Orseau and Shane Legg}, year = {2017}, howpublished = {arXiv:1711.09883} } @inproceedings{Lelis+al:2012, author = {Levi Lelis and Shahab Jabbari Arfaee and Sandra Zilles and Robert C. Holte}, title = {Learning Heuristic Functions Faster by Using Predicted Solution Costs}, year = {2012}, booktitle = {Proc.\ Fifth Annual Symposium on Combinatorial Search}, _pages = {166--167} } @inproceedings{lenat:75a, author = "Lenat, D. B.", title = "{BEINGS}: Knowledge as Interacting Experts", booktitle = IJCAI75, _pages = {126--133}, year = 1975 } @book{Lenat+Guha:1990, author = "Lenat, D. B. and Guha, R. V.", year = "1990", title = "Building Large Knowledge-Based Systems: Representation and Inference in the {CYC} Project", publisher = addison, _address = addison-ad } @article{Leonard+Goodman:1940, author = "Leonard, Henry S. and Goodman, Nelson", year = "1940", title = "The calculus of individuals and its uses", journal = jsl, volume = "5", _number = "2", pages = "45--55" } @book{Leonard+Durrant-Whyte:1992, author = "Leonard, J. and Durrant-Whyte, H.", year = "1992", title = "Directed {S}onar {S}ensing for {M}obile {R}obot {N}avigation", publisher = kluwer, _address = kluwer-ad } @article{Lepage:1978, title={A new algorithm for adaptive multidimensional integration}, author={G Peter Lepage}, journal={Journal of Computational Physics}, year={1978}, volume={27}, _issue={2}, pages={192--203}, } @phdthesis{Lerner:2002, author = "Uri Lerner", year = "2002", title = "Hybrid {B}ayesian {N}etworks for {R}easoning {A}bout {C}omplex {S}ystems", school = "Stanford University" } @misc{Lesniewski:1916, author = "Le{\'s}niewski, Stanis{\l}aw", year = "1916", title = "Podstawy Og{\'o}lnej Teorii Mnogo{\'s}ci", howpublished = "Pop{\l}awski" } @incollection{lesser:88a, author = "V. R. Lesser and D. D. Corkill", title = "The Distributed Vehicle Monitoring Testbed: A Tool for Investigating Distributed Problem Solving Networks", editor = "Engelmore, R. and Morgan, T.", booktitle = "Blackboard Systems", publisher = AW, _pages = {353--386}, year = 1988 } @article{Letz+al:1992, author = "R. Letz and J. Schumann and S. Bayerl and W. Bibel", year = "1992", title = "{SETHEO}: {A} High-Performance Theorem Prover", journal = jar, volume = "8", _number = "2", pages = "183--212" } @article{Levesque+Brachman:1987, author = "Levesque, H. J. and Brachman, R. J.", year = "1987", title = "Expressiveness and tractability in knowledge representation and reasoning", journal = ci, volume = "3", _number = "2", month = may, pages = "78--93" } @book{Levin+al:2008, author = "David A. Levin and Yuval Peres and Elizabeth L. Wilmer", year = "2008", title = "Markov Chains and Mixing Times", publisher = ams, _address = ams-ad } @article{levine2016end, title={End-to-end training of deep visuomotor policies}, author={Levine, Sergey and Finn, Chelsea and Darrell, Trevor and Abbeel, Pieter}, journal=jmlr, volume={17}, _number ={1}, pages={1334--1373}, year={2016}, publisher={JMLR. org} } @article{levine2018learning, title={Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection}, author={Levine, Sergey and Pastor, Peter and Krizhevsky, Alex and Ibarz, Julian and Quillen, Deirdre}, journal={International Journal of Robotics Research}, volume={37}, _number ={4-5}, pages={421--436}, year={2018}, publisher={SAGE Publications Sage UK: London, England} } @incollection{Levy:1989, author = {Levy, David}, editor = {David Levy and D. Beal}, booktitle = {Heuristic Programming in Artificial Intelligence}, title = {The million pound bridge program}, publisher = {Ellis Horwood}, year = 1989 } @book{Levy:2008, title={Love and Sex with Robots: The Evolution of Human—Robot Relationships}, author={Levy, David}, year={2008}, publisher={Harper} } @inproceedings{Levy+Goldberg:2014, title={Linguistic regularities in sparse and explicit word representations}, author={Levy, Omer and Goldberg, Yoav}, booktitle={Proc.\ {E}ighteenth {C}onference on {C}omputational {N}atural {L}anguage {L}earning}, _pages ={171--180}, year={2014} } @book{Leyton-Brown+Shoham:2008, author = {Kevin Leyton-Brown and Yoav Shoham}, title = {Essentials of Game Theory: A Concise, Multidisciplinary Introduction}, publisher = {Morgan \& Claypool}, year = 2008 } @inproceedings{Li+Anbulagan:1997, author = "Chu Min Li and Anbulagan", title = "Heuristics Based on Unit Propagation for Satisfiability Problems", booktitle = ijcai97, _pages = "366-371", year = "1997", _publisher = ijcai97-pub, _address = ijcai97-ad } @misc{Li+Malik:2018b, title={Implicit maximum likelihood estimation}, author={Ke Li and Jitendra Malik}, year={2018}, howpublished={arXiv:1809.09087}, } @misc{Li+Malik:2018a, title={On the Implicit Assumptions of {GANs}}, author={Ke Li and Jitendra Malik}, year={2018}, howpublished={arXiv:1811.12402}, } @book{Li+Vitanyi:2008, title={An Introduction to Kolmogorov Complexity and Its Applications}, author={Li, Ming and Vit{\'a}nyi, Paul and others}, edition={3rd}, year={2008}, publisher=springer } @article{Li+al:2018, title={Differentiable programming for image processing and deep learning in {H}alide}, author={Li, Tzu-Mao and Gharbi, Micha{\"e}l and Adams, Andrew and Durand, Fr{\'e}do and Ragan-Kelley, Jonathan}, journal={ACM Transactions on Graphics}, volume={37}, _number ={4}, pages={139}, year={2018}, publisher={ACM} } @inproceedings{li2004iterative, title={Iterative linear quadratic regulator design for nonlinear biological movement systems.}, author={Li, Weiwei and Todorov, Emanuel}, booktitle={Proc.\ 1st {I}nternational {C}onference on {I}nformatics in {C}ontrol, {A}utomation and {R}obotics}, _pages={222--229}, year={2004} } @article{Li+Yao:2012, title={Cooperatively coevolving particle swarms for large scale optimization}, author={Li, Xiaodong and Yao, Xin}, journal={IEEE Trans.\ Evolutionary Computation}, volume={16}, _number ={2}, pages={210--224}, year={2012}, publisher={IEEE} } @article{Li+al:2011, title={Large-scale dynamic gene regulatory network inference combining differential equation models with local dynamic {Bayesian} network analysis}, author={Zhijun Li and Ping Li and Arun Krishnan and Jingdong Liu}, journal={Bioinformatics}, year={2011}, volume={27 19}, pages={2686-91} } @misc{Liang+al:2011, title = {Learning Dependency-Based Compositional Semantics}, author = {Percy Liang and Michael I. Jordan and Dan Klein}, year = {2011}, howpublished = {arXiv:1109.6841} } @article{Liang+Potts:2015, author = {Liang, Percy and Potts, Christopher}, year = {2015}, month = {01}, pages = {355-376}, title = {Bringing Machine Learning and Compositional Semantics Together}, volume = {1}, journal = {Annual Review of Linguistics} } @article{Liberatore:1997, author = "P. Liberatore", year = "1997", title = "The complexity of the language {{\bf A}}", journal = etai, volume = "1", pages = "13--38" } @article{Lifschitz:2001, author = {Vladimir Lifschitz}, title = {Answer set programming and plan generation}, journal = aij, year = 2001, volume = 138, _number = {1--2}, pages = {39--54} } @incollection{Lighthill:1973, author = "Lighthill, J.", year = "1973", title = "Artificial intelligence: {A} general survey", booktitle = "Artificial Intelligence: A~Paper Symposium", editor = "Lighthill, J. and Sutherland, N. S. and Needham, R. M. and Longuet-Higgins, H. C. and Michie, D.", publisher = src, _address = src-ad } @misc{lillicrap2015continuous, title={Continuous control with deep reinforcement learning}, author={Lillicrap, Timothy and Hunt, Jonathan J and Pritzel, Alexander and Heess, Nicolas and Erez, Tom and Tassa, Yuval and Silver, David and Wierstra, Daan}, year={2015}, howpublished={arXiv:1509.02971} } @article{Lin:1965, author = "Lin, S.", year = "1965", title = "Computer solutions of the travelling salesman problem", journal = "Bell Systems Technical Journal", volume = "44(10)", pages = "2245--2269" } @article{Lin+Kernighan:1973, author = "Lin, S. and Kernighan, B. W.", year = "1973", title = "An effective heuristic algorithm for the travelling-salesman problem", journal = "Operations Research", volume = "21", _number = "2", pages = "498--516" } @article{Lindley:1956, author = "D. V. Lindley", year = "1956", title = "On a Measure of the Information Provided by an Experiment", journal = "Annals of Mathematical Statistics", volume = "27", _number = "4", pages = "986--1005" } @book{Lindsay+al:1980, author = "Lindsay, Robert K. and Buchanan, Bruce G. and Feigenbaum, Edward A. and Lederberg, Joshua", year = "1980", title = "Applications of Artificial Intelligence for Organic Chemistry: The {DENDRAL} Project", publisher = mcgraw, } @article{Lindsten+al:2014, title={Particle {G}ibbs with ancestor sampling}, author={Fredrik Lindsten and Michael I. Jordan and Thomas B. Sch{\"o}n}, journal=jmlr, year={2014}, volume={15}, pages={2145-2184} } @inproceedings{Littman:1994b, author = "Littman, M. L.", title = "Markov Games as a Framework for Multi-Agent Reinforcement Learning", booktitle = icml94, _publisher = "Morgan Kaufmann", _pages = "157--163", year = "1994" } @inproceedings{Littman+al:1995, author = "Littman, M. L. and Cassandra, Anthony R. and Kaelbling, Leslie P.", year = "1995", title = "Learning policies for partially observable environments: Scaling Up", booktitle = icml95, _publisher = icml95-pub, month = icml95-mon } @article{Littman:2015, title={Reinforcement learning improves behaviour from evaluative feedback}, author={Littman, Michael L}, journal={Nature}, volume={521}, _number ={7553}, pages={445--451}, year={2015}, publisher={Nature Publishing Group} } @misc{Littman+al:2017, title={Environment-independent task specifications via {GLTL}}, author={Littman, Michael L and Topcu, Ufuk and Fu, Jie and Isbell, Charles and Wen, Min and MacGlashan, James}, year={2017}, howpublished={arXiv:1704.04341} } @article{Liu+al:2018c, author = "Bo Liu and Ian Gemp and Mohammad Ghavamzadeh and Ji Liu and Sridhar Mahadevan and Marek Petrik", year = "2018", title = "Proximal Gradient Temporal Difference Learning: {S}table Reinforcement Learning with Polynomial Sample Complexity", journal = jair, volume = 63, pages = "461--494" } @misc{Liu+al:2017e, title={Hierarchical representations for efficient architecture search}, author={Liu, Hanxiao and Simonyan, Karen and Vinyals, Oriol and Fernando, Chrisantha and Kavukcuoglu, Koray}, howpublished={arXiv:1711.00436}, year={2017} } @inproceedings{Liu+al:2019d, title={{DARTS}: Differentiable Architecture Search}, author={Hanxiao Liu and Karen Simonyan and Yiming Yang}, booktitle=iclr19, year={2019}, } @article{Liu+Chen:1998, author = "Liu, J. and Chen, R.", year = "1998", title = "Sequential {M}onte {C}arlo methods for dynamic systems", journal = jasa, volume = "93", pages = "1022--1031" } @incollection{Liu+West:2001, title={Combined parameter and state estimation in simulation-based filtering}, author={Liu, Jane and West, Mike}, booktitle={Sequential {M}onte {C}arlo {M}ethods in {Practice}}, _pages={197--223}, editor={Doucet, A. and de Freitas, J. F. G. and Gordon, N.}, year={2001}, publisher={Springer} } @misc{Liu+al:2018b, author = {Lydia T. Liu and Sarah Dean and Esther Rolf and Max Simchowitz and Moritz Hardt}, title = {Delayed Impact of Fair Machine Learning}, howpublished = {arXiv:1803.04383}, year = {2018}, } @inproceedings{liu2017unsupervised, title={Unsupervised image-to-image translation networks}, author={Liu, Ming-Yu and Breuel, Thomas and Kautz, Jan}, booktitle=nips30, _pages ={700--708}, year={2018} } @article{Liu+al:2019c, title = "A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: {A} systematic review and meta-analysis", journal = "The Lancet Digital Health", year = "2019", author = "Xiaoxuan Liu and Livia Faes and Aditya U Kale and Siegfried K Wagner and Dun Jack Fu and Alice Bruynseels and Thushika Mahendiran and Gabriella Moraes and Mohith Shamdas and Christoph Kern and Joseph R Ledsam and Martin Schmid and Konstantinos Balaskas and Eric Topol and Lucas M Bachmann and Pearse A Keane and Alastair K Denniston", } @misc{Liu+al:2019b, title={{RoBERTa}: {A} Robustly Optimized {BERT} Pretraining Approach}, author={Liu, Yinhan and Ott, Myle and Goyal, Naman and Du, Jingfei and Joshi, Mandar and Chen, Danqi and Levy, Omer and Lewis, Mike and Zettlemoyer, Luke and Stoyanov, Veselin}, year={2019}, howpublished={arXiv:1907.11692} } @misc{Liu+al:2019b, title={{RoBERTa}: {A} Robustly Optimized {BERT} Pretraining Approach}, author={Liu, Yinhan and Ott, Myle and Goyal, Naman and Du, Jingfei and Joshi, Mandar and Chen, Danqi and Levy, Omer and Lewis, Mike and Zettlemoyer, Luke and Stoyanov, Veselin}, year={2019}, howpublished={arXiv:1907.11692} } @misc{Liu+al:2017, title = {Detecting Cancer Metastases on Gigapixel Pathology Images}, author = {Yun Liu and Krishna Kumar Gadepalli and Mohammad Norouzi and George Dahl and Timo Kohlberger and Subhashini Venugopalan and Aleksey S Boyko and Aleksei Timofeev and Philip Q Nelson and Greg Corrado and Jason D. Hipp and Lily Peng and Martin C. Stumpe}, year = {2017}, howpublished = {arXiv:1703.02442} } @article{Liu+al:2018, title={Artificial Intelligence-Based Breast Cancer Nodal Metastasis Detection: {Insights} Into the Black Box for Pathologists}, author={Liu, Yun and Kohlberger, Timo and Norouzi, Mohammad and Dahl, George and Smith, Jenny L and Mohtashamian, Arash and Olson, Niels and Peng, Lily and Hipp, Jason D and Stumpe, Martin C}, journal={Archives of Pathology \& Laboratory Medicine}, publisher={College of American Pathologists}, volume={143}, pages={859--868}, year={2018} } @inproceedings{Livescu+al:2003, author = "K. Livescu and J. Glass and J. Bilmes", year = "2003", title = "Hidden feature modeling for speech recognition using dynamic {B}ayesian networks", booktitle = "{EUROSPEECH}-2003", location = "Geneva", _publisher = "Int.\ Speech Communication Association", _pages = "2529--2532" } @article{Lloyd:2000, author = "Seth Lloyd", year = "2000", title = "Ultimate physical limits to computation", journal = {Nature}, volume = "406", pages = "1047--1054" } @book{Lloyd:1833, title = {Two Lectures on the Checks to Population}, author = {William Forster Lloyd}, year = 1833, publisher = "Oxford University" } @book{Llull:1305, author = {Ramon Llull}, title = {Ars Magna}, publisher = {{\rm Published as Salzinger, I. {\em et al.} (Eds.), {\em Raymundi Lulli Opera omnia}, Mainz, 1721--1742}}, year = {1305} } @article{Loftus+Palmer:1974, author = {Elizabeth Loftus and John Palmer}, title = {Reconstruction of Automobile Destruction: An Example of the Interaction Between Language and Memory}, journal = {J.\ Verbal Learning and Verbal Behavior}, year = 1974, volume = 13, pages = {585--589} } @inproceedings{Lohn+al:2001, author = {Jason D. Lohn and W. F. Kraus and Silvano P. Colombano}, title = {Evolutionary Optimization of Yagi-Uda Antennas}, booktitle = {Proc.\ Fourth International Conference on Evolvable Systems}, _pages = {236--243}, year = 2001 } @article{Longuet-Higgins:1981, author = "H. C. Longuet-Higgins", year = "1981", title = "A computer algorithm for reconstructing a scene from two projections", journal = "Nature", volume = "293", pages = "133--135" } @inproceedings{Loos+al:2017, title = {Deep Network Guided Proof Search}, author = {Sarah Loos and Geoffrey Irving and Christian Szegedy and Cezary Kaliszyk}, year = {2017}, booktitle = {Proc. 21st Int'l Conf. on Logic for Programming, Artificial Intelligence and Reasoning}, _pages = {85-105} } @book{RuyLopez:1561, author = "Lopez de Segura, Ruy", year = "1561", title = "Libro de la invencion liberal y arte del juego del axedrez", publisher = "Andres de Angulo" } @InProceedings{Lorentz:2015, author = {Lorentz, Richard}, title = {Early Playout Termination in {MCTS}}, booktitle = {Advances in Computer Games}, year = {2015}, editor = {Plaat, Aske and van den Herik, Jaap and Kosters, Walter}, publisher = springer, _pages = {12--19}, _publisher = {Springer International Publishing}, } @techreport{Love+al:2006, author = {Nathaniel Love and Timothy Hinrichs and Michael R. Genesereth}, title = {General Game Playing: Game Description Language Specification }, institution = {Stanford University Computer Science Dept.}, year = 2006, _number = {LG-2006-01} } @article{Lovejoy:1991, author = "Lovejoy, W. S.", year = "1991", title = "A survey of algorithmic methods for partially observed {M}arkov decision processes", journal = "Annals of Operations Research", volume = "28", _number = "1--4", month = apr, pages = "47--66" } @misc{Lovelace:1842, title={Sketch of the analytical engine invented by {Charles Babbage}}, author={Lovelace, Ada}, year={1843}, howpublished={Notes appended to Lovelace's translation of an article of the above title written by L. F. Menabrea based on lectures by Charles babbage in 1840. The translation appeared in R. Taylor (Ed.), {\em Scientific Memoirs, vol. III}. R. and J. E. Taylor, London} } @inproceedings{Loveland:1970, author = "Loveland, D.", year = "1970", title = "A~linear format for resolution", booktitle = "Proc.\ {IRIA} Symposium on Automatic Demonstration", _publisher = springer, _address = springer-ad, _pages = "147--162" } @article{Lowe:1987, author = "Lowe, D.", year = "1987", title = "Three-dimensional object recognition from single two-dimensional images", journal = aij, volume = "31", pages = "355--395" } @article{Lowe:2004, author = "Lowe, D.G.", title = "Distinctive Image Features from Scale-Invariant Keypoints", journal = ijcv, volume = "60", year = "2004", _number = "2", month = "November", pages = "91-110" } @article{Loewenheim:1915, author = "L{\"o}wenheim, Leopold", year = "1915", title = "{\"U}ber M{\"o}glichkeiten im {R}elativkalk{\"u}l", journal = "Mathematische Annalen", volume = "76", pages = "447--470" } @phdthesis{Lowerre:1976, author = "Lowerre, B. T.", year = "1976", title = "The {\sc Harpy} Speech Recognition System", school = "Computer Science Department, Carnegie-Mellon University", _address = "Pittsburgh, Pennsylvania" } @InProceedings{Lowry:2008, author = {Michael Lowry}, title = {Intelligent Software Engineering Tools for {NASA}'s Crew Exploration Vehicle}, booktitle = ismis08, year = {2008}, } @book{Loyd:1959, author = "Loyd, Samuel", year = "1959", title = "Mathematical Puzzles of Sam Loyd: Selected and Edited by Martin Gardner", publisher = dover, _address = dover-ad } @article{Lozano-Perez:1983, author = "Lozano-Perez, T.", year = "1983", title = "Spatial Planning: {A} Configuration Space Approach", journal = "IEEE Transactions on Computers", volume = "C-32", _number = "2", pages = "108--120" } @article{Lozano-Perez+al:1984, author = "T. Lozano-Perez and M. Mason and R. Taylor", title = "Automatic Synthesis of Fine-Motion Strategies for Robots", journal = IJRR, volume = 3, _number = 1, pages = "3--24", year = 1984 } @ARTICLE{Lu97a, AUTHOR = {Lu, F. and Milios, E.}, TITLE = {Globally Consistent Range Scan Alignment for Environment Mapping}, JOURNAL = {Autonomous Robots}, YEAR = {1997}, VOLUME = {4}, PAGES = {333--349} } @InProceedings{Lubberts+Miikkulainen:2001, author = {Alex Lubberts and Risto Miikkulainen}, title = {Co-Evolving a {Go}-Playing Neural Network}, booktitle = gecco01, year = {2001}, _booktitle = {Coevolution: Turning Adaptive Algorithms upon Themselves; Genetic and Evolutionary Computation Conference}, } @article{Luby+al:1993, author = "Luby, M. and Sinclair, A. and Zuckerman, D.", year = "1993", title = "Optimal speedup of {L}as {V}egas algorithms", journal = "Information Processing Letters", volume = "47", pages = "173--180", note = "" } @article{Lucas:1961, author = "Lucas, J. R.", year = "1961", title = "Minds, machines, and {G}{\"o}del", journal = "Philosophy", volume = "36" } @article{Lucas:1976, author = {J. R. Lucas}, title = {This {G\"odel} is killing me: A rejoinder}, journal = {Philosophia}, year = 1976, volume = 6, _number = 1, pages = {145--148} } @Article{Lucas+al:2004, author = {Peter Lucas and Linda van der Gaag and Ameen Abu-Hanna}, title = {Bayesian networks in biomedicine and health-care}, journal = {Artificial Intelligence in Medicine}, year = 2004 } @book{Luce+Raiffa:1957, author = "Luce, Duncan R.. and Raiffa, Howard", year = "1957", title = "Games and Decisions", publisher = wiley, _address = wiley-ad } @inproceedings{Lukasiewicz:1998, author = {Thomas Lukasiewicz}, title = {Probabilistic Logic Programming}, booktitle = ecai98, year = {1998}, _pages = {388-392} } @inproceedings{Lundberg+Lee:2017, title = {A Unified Approach to Interpreting Model Predictions}, author = {Lundberg, Scott M and Lee, Su-In}, booktitle = nips30, _pages = {4765--4774}, year = {2018}, } @Book{Lunn+al:2013, title = {The {BUGS} Book: {A} Practical Introduction to {B}ayesian Analysis}, publisher = chapman, year = {2013}, author = {Lunn, D. and Jackson, C. and Best, N. and Thomas, A. and Spiegelhalter, D. J.}, } @article{Lunn+al:2000, author = "Lunn, D.J. and Thomas, A. and Best, N. and Spiegelhalter, D. J.", year = "2000", title = "Win{BUGS}---a {B}ayesian modelling framework: {C}oncepts, structure, and extensibility", journal = "Statistics and Computing", volume = "10", pages = "325--337" } @article{Luo+al:2017, title={Robotic tactile perception of object properties: A review}, author={Luo, Shan and Bimbo, Joao and Dahiya, Ravinder and Liu, Hongbin}, journal={Mechatronics}, volume={48}, pages={54--67}, year={2017}, publisher={Elsevier} } @Misc{Lyman+Varian:2003, author = {Peter Lyman and Hal R. Varian}, title = {How Much Information?}, howpublished = {www.sims.berkeley.edu/how-much-info-2003}, year = {2003}, } @book{Lynch+Park:2017, title={Modern Robotics}, author={Lynch, Kevin and Park, Frank C}, year={2017}, publisher={Cambridge University Press} } @incollection{Machina:2005, author = {Mark Machina}, title = {Choice under uncertainty}, booktitle = {Encyclopedia of Cognitive Science}, _pages = {505--514}, publisher = {Wiley}, year = 2005 } @book{MacKay:2002, author = {David J. C. MacKay}, title = {Information Theory, Inference and Learning Algorithms}, publisher = {Cambridge University Press}, year = 2002 } @book{MacKenzie:2004, author = {Donald MacKenzie}, title = {Mechanizing Proof}, publisher =mitp, year = 2004 } @article{Mackworth:1977, author = "Mackworth, A. K.", year = "1977", title = "Consistency in networks of relations", journal = aij, volume = "8", _number = 1, pages = "99--118" } @Article{Mackworth+Freuder:1985, author = {Mackworth, Alan K and Freuder, Eugene C}, title = {The complexity of some polynomial network consistency algorithms for constraint satisfaction problems}, journal = aij, year = {1985}, volume = {25}, pages = {65--74}, _number = {1}, publisher = {Elsevier}, } @inproceedings{madhavan2003moving, title={Moving object prediction for off-road autonomous navigation}, author={Madhavan, Raj and Schlenoff, Craig I}, booktitle={Unmanned Ground Vehicle Technology V}, _volume={5083}, _pages={134--146}, year={2003}, _organization={International Society for Optics and Photonics} } @book{Mailath+Samuelson:2006, author = {George Mailath and Larry Samuelson}, title = {Repeated Games and Reputations: Long-Run Relationships}, publisher = {Oxford University Press}, year = 2006 } @article{Majercik+Littman:2003, author = {Stephen M. Majercik and Littman, M. L.}, title = {Contingent planning under uncertainty via stochastic satisfiability}, journal = aij, year = 2003, pages = {119--162}, volume = 147 } @inproceedings{Malhotra+al:2015, title={Long short term memory networks for anomaly detection in time series}, author={Malhotra, Pankaj and Vig, Lovekesh and Shroff, Gautam and Agarwal, Puneet}, booktitle=esann15, _pages={89}, year={2015}, } @inproceedings{Malik+al:2018, author = "Dhruv Malik and Malayandi Palaniappan and Jaime F. Fisac and Dylan Hadfield-Menell and Stuart J. Russell and Anca D. Dragan", year = "2018", title = "An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning", booktitle = icml18 } @book{Malone:2004, title={The Future of Work}, author={Malone, Thomas W}, year={2004}, publisher={Harvard Business Review Press} } @Misc{Maneva+al:2007, author = {Maneva, Elitza and Mossel, Elchanan and Wainwright, Martin}, title = {A new look at survey propagation and its generalizations}, howpublished = {arXiv:cs/0409012}, year = {2007}, _number = {4}, _journal = jacm, _volume = {54}, } @article{Manna+Waldinger:1971, author = "Manna, Zohar and Waldinger, Richard", year = "1971", title = "Toward automatic program synthesis", journal = cacm, volume = "14", _number = "3", month = mar, pages = "151--165" } @book{Manna+Waldinger:1985, author = "Manna, Zohar and Waldinger, Richard", year = "1985", title = "The Logical Basis for Computer Programming: Volume~1: Deductive Reasoning", publisher = addison, _address = addison-ad } @article{Manne:1960, author = "Manne, A. S.", year = "1960", title = "Linear programming and sequential decisions", journal = "Management Science", volume = "6", pages = "259--267" } @book{Manning+Schutze:1999, author = {Chris Manning and Hinrich Sch\"{u}tze}, title = {Foundations of Statistical Natural Language Processing}, publisher = {MIT Press}, year = 1999 } @book{Manning+al:2008, author = {Christopher Manning and P. Raghavan and H. Sch\"{u}tze}, title = {Introduction to Information Retrieval}, publisher = {Cambridge University Press}, year = 2008 } @inproceedings{Mannion:2002, author = {Mike Mannion}, title = {Using First-Order Logic for Product Line Model Validation}, booktitle = {Software Product Lines: Second International Conference}, _publisher = {Springer}, year = 2002 } @misc{Mansinghka+al:2014, author = {Mansinghka, V. K. and Selsam, D. and Perov, Y.}, title = {Venture: {A} higher-order probabilistic programming platform with programmable inference}, year = {2013}, howpublished = {arXiv:1404.0099}, } @techreport{Marbach+Tsitsiklis:1998, author = "Marbach, Peter and Tsitsiklis, John N.", year = "1998", title = "Simulation-based optimization of {M}arkov reward processes", institution = "Laboratory for Information and Decision Systems, MIT", type = "Technical Report", _number = "LIDS-P-2411" } @book{Marcus:2009, author = {Gary Marcus}, title = {Kluge: The Haphazard Evolution of the Human Mind}, publisher = {Mariner Books}, year = 2009 } @Article{Marcus+al:1993, author = {Mitchell P. Marcus and Beatrice Santorini and Mary Ann Marcinkiewicz}, title = {Building a Large Annotated Corpus of {E}nglish: The {P}enn Treebank}, journal = cl, year = {1993}, volume = {19}, pages = {313-330}, _number = {2}, } @Article{Marinescu+Dechter:2009, author = {Radu Marinescu and Rina Dechter}, title = {{AND/OR} branch-and-bound search for combinatorial optimization in graphical models}, journal = aij, year = {2009}, volume = {173}, pages = {1457--1491}, _issue = {16--17}, } @Article{Markov:1913, author = {Markov, Andrei}, title = {An example of statistical investigation in the text of ``{E}ugene {O}negin'' illustrating coupling of ``tests'' in chains}, journal = {Proc.\ Academy of Sciences of St.~Petersburg}, year = {1913}, volume = {7}, pages = {153-162}, } @article{Marler+Arora:2004, title={Survey of multi-objective optimization methods for engineering}, author={Marler, R Timothy and Arora, Jasbir S}, journal={Structural and Multidisciplinary Optimization}, volume={26}, _number ={6}, pages={369--395}, year={2004}, publisher={Springer} } @article{Maron:1961, author = "Maron, M. E.", year = "1961", title = "Automatic indexing: {A}n experimental inquiry", journal = jacm, volume = "8", _number = "3", pages = "404--417" } @InProceedings{Marquez+Rodriguez:1998, author = {M{\`a}rquez, Llu{\'\i}s and Rodr{\'\i}guez, Horacio}, title = {Part-of-speech tagging using decision trees}, booktitle = ecml98, year = {1998}, _organization = {Springer}, _pages = {25--36}, } @article{Marr+Poggio:1976, author = "Marr, D. and Poggio, T.", year = "1976", title = "Cooperative computation of stereo disparity", journal = "Science", volume = "194", _number = "4262", month = "15~October", pages = "283--287", note = "" } @book{Marr:1982, author = "Marr, David", year = "1982", title = "Vision: A~Computational Investigation into the Human Representation and Processing of Visual Information", publisher = freeman, _address = freeman-ad } @book{Marriott+Stuckey:1998, author = "Kim Marriott and Peter J. Stuckey", year = "1998", title = "Programming with Constraints: {A}n Introduction", publisher = mit, _address = mit-ad } @book{Marsland:2014, author = {Stephen Marsland}, title = {Machine Learning: An Algorithmic Perspective}, publisher =crc, edition = {2nd}, year = 2014 } @inproceedings{Martelli+Montanari:1973, author = "Martelli, A. and Montanari, U.", year = "1973", title = "Additive {{AND}/{OR}} graphs", booktitle = ijcai73, _address = ijcai73-ad, _publisher = ijcai73-pub, month = ijcai73-mon, _pages = "1--11" } @article{Martelli:1977, author = "Alberto Martelli", year = "1977", title = "On the complexity of admissible search algorithms", journal = aij, volume = 8, _number = "1", pages = "1--13" } @inproceedings{Marthi+al:2002, author = "Bhaskara Marthi and Hanna Pasula and Stuart J. Russell and Yuval Peres", year = "2002", title = "Decayed {MCMC} Filtering", _pages = "319--326", booktitle = uai02, _address = uai02-ad, _publisher = uai02-pub } @inproceedings{Marthi+al:2005, author = "Bhaskara Marthi and Stuart J. Russell and David Latham and Carlos Guestrin", year = "2005", title = "Concurrent hierarchical reinforcement learning", booktitle = ijcai05, _address = ijcai05-ad, _publisher = ijcai05-pub } @InProceedings{Marthi+al:2007, author = {Bhaskara Marthi and Stuart J. Russell and Jason Wolfe}, title = {Angelic Semantics for High-Level Actions}, booktitle = icaps07, year = 2007 } % Below added 2018: @InProceedings{Marthi+al:2008, author = {Bhaskara Marthi and Stuart J. Russell and Jason Wolfe}, title = {Angelic Hierarchical Planning: {O}ptimal and Online Algorithms}, booktitle = icaps08, year = 2008 } @article{Martin+al:2004, author = {D. Martin and C. Fowlkes and J. Malik}, title = {Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues}, journal = pami, volume = 26, _number = 5, pages = {530-549}, year = 2004 } @Article{Martin:2012, author = {Martin, Fred G}, title = {Will massive open online courses change how we teach?}, journal = cacm, year = {2012}, volume = {55}, pages = {26--28}, _number = {8}, publisher = {ACM}, } @book{Martin:1990, author = "James H. Martin", title = "A Computational Model of Metaphor Interpretation", publisher = academic, _address = academic-ad, year = 1990 } @article{Mason:1993, author = "Mason, M.", year = "1993", title = "Kicking the sensing habit", journal = aimag, volume = "14", _number = "1", pages = "58--59" } @book{Mason01a, author = {Mason, M.}, title = {Mechanics of Robotic Manipulation}, publisher = {MIT Press}, year = {2001} } @book{Mason85a, author = {Mason, M. and Salisbury, J.}, title = {Robot Hands and the Mechanics of Manipulation}, publisher = {MIT Press}, year = {1985} } @article{Mataric:1997, author = "Mataric, M. J.", title = "Reinforcement learning in the multi-robot domain", journal = "Autonomous Robots", year = 1997, volume = 4, _number = 1, pages = "73--83" } @book{Mates:1953, author = "Mates, Benson", year = "1953", title = "Stoic Logic", publisher = california, _address = california-ad } @InProceedings{Matuszek+al:2006, author = {Cynthia Matuszek and J. Cabral and M. Witbrock and J. DeOliveira}, title = {An Introduction to the Syntax and Semantics of {C}yc}, booktitle = {Proc.\ {AAAI} Spring Symposium on Formalizing and Compiling Background Knowledge and Its Applications to Knowledge Representation and Question Answering}, year = {2006}, } @book{Mausam+Kolobov:2012, author = "Mausam and Andrey Kolobov", year = "2012", title = "Planning with Markov Decision Processes: An AI Perspective", publisher = "Morgan \& Claypool" } @article{Maxwell:1868, author = "Maxwell, J.C.", year = "1868", title = "On governors", journal = "Proc.\ Roy.\ Soc.", volume = "16", pages = "270--283" } @article{Mayer+al:2010, title={Drawing an elephant with four complex parameters}, author={Mayer, J{\"u}rgen and Khairy, Khaled and Howard, Jonathon}, journal={American Journal of Physics}, volume={78}, _number ={6}, pages={648--649}, year={2010}, publisher={AAPT} } @book{Mayor:2018, title={Gods and Robots: Myths, Machines, and Ancient Dreams of Technology}, author={Mayor, Adrienne}, year={2018}, publisher=princeton } @TechReport{McAllester:1980, author = {McAllester, D. A.}, title = {An outlook on truth maintenance}, institution = {MIT AI Laboratory}, year = {1980}, type = {{AI} Memo}, _address = {mit-ad}, _number = {551}, } @article{McAllester:1988, author = "McAllester, D. A.", year = "1988", title = "Conspiracy numbers for min-max search", journal = aij, volume = "35", _number = "3", pages = "287--310" } @misc{McAllester:1998, author = "McAllester, D. A.", title = "What is the most pressing issue facing {AI} and the {AAAI} today?", year = "1998", howpublished = "Candidate statement, election for Councilor of the American Association for Artificial Intelligence" } @inproceedings{McAllester+Rosenblitt:1991, author = "McAllester, D. A. and Rosenblitt, D.", year = "1991", title = "Systematic nonlinear planning", booktitle = aaai91, _address = aaai91-ad, _publisher = aaai91-pub, month = aaai91-mon, _volume = "2", _pages = "634--639" } @inproceedings{McAllester:1990, title={Truth Maintenance}, author={McAllester, David A}, booktitle=aaai90, _volume={90}, _pages={1109--1116}, year={1990} } @techreport{McAllester+al:2008, author = "David A. McAllester and Brian Milch and Noah D. Goodman", year = "2008", title = "Random-World Semantics and Syntactic Independence for Expressive Languages", institution = "MIT", type = "Technical Report", _number = "MIT-CSAIL-TR-2008-025" } @inproceedings{McCallum:2003, author = "Andrew McCallum", title = "Efficiently Inducing Features of Conditional Random Fields", booktitle = uai03, year = "2003"} @inproceedings{McCallum+al:2010, author = "Andrew McCallum and Karl Schultz and Sameer Singh", year = "2009", title = "{FACTORIE}: Probabilistic Programming via Imperatively Defined Factor Graphs", booktitle = nips22, _publisher = {MIT Press} } @inproceedings{McCarthy:1958, author = "McCarthy, John", year = "1958", title = "Programs with Common Sense", booktitle = "Proc.\ Symposium on Mechanisation of Thought Processes", _publisher = stationery, _address = stationery-ad, _volume = "1", _pages = "77--84" } @techreport{McCarthy:1963, author = "McCarthy, John", year = "1963", title = "Situations, actions, and causal laws", institution = "Stanford University Artificial Intelligence Project", type = "Memo", _number = "2", _address = "Stanford, California" } @incollection{McCarthy:1968, author = "McCarthy, John", year = "1968", title = "Programs with common sense", booktitle = sip, editor = sip-ed, publisher = sip-pub, _address = sip-ad, _pages = "403--418" } @article{McCarthy:1980, author = "McCarthy, John", year = "1980", title = "Circumscription: A form of non-monotonic reasoning", journal = aij, volume = "13", _number = "1--2", month = apr, pages = "27--39" } @Article{McCarthy:2007, author = {John McCarthy}, title = {From here to human-level {AI}}, journal = aij, year = 2007, volume = 171, _number = 18, _pages = {1174--1182} } @incollection{McCarthy+Hayes:1969, author = "McCarthy, John and Hayes, Patrick J.", year = "1969", title = "Some philosophical problems from the standpoint of artificial intelligence", booktitle = mi4, editor = mi4-ed, publisher = mi4-pub, _address = mi4-ad, _pages = "463--502" } @book{McCawley:1988, author = {James D. McCawley}, title = {The Syntactic Phenomena of English}, publisher = {University of Chicago Press}, year = 1988, _volume = {2 volumes} } @book{McCorduck:2004, author = {Pamela McCorduck}, title = {Machines Who Think: A Personal Inquiry Into the History and Prospects of Artificial Intelligence}, publisher = {A K Peters}, year = 2004, edition = {Revised} } @article{McCulloch+Pitts:1943, author = "McCulloch, Warren S. and Pitts, Walter", year = "1943", title = "A~logical calculus of the ideas immanent in nervous activity", journal = "Bulletin of Mathematical Biophysics", volume = "5", pages = "115--137" } @article{McCune:1997, author = "McCune, W.", year = "1997", title = "Solution of the {R}obbins Problem", journal = jar, volume = "19", _number = "3", pages = "263--276" } @inproceedings{McCune:1990, title={Otter 2.0}, author={McCune, William}, booktitle={International Conference on Automated Deduction}, _pages={663--664}, year={1990}, _organization={Springer} } @article{McDermott:1976, author = "McDermott, Drew", year = "1976", title = "Artificial intelligence meets natural stupidity", journal = sigartn, volume = "57", pages = "4--9", month = apr } @article{McDermott:1978a, author = "McDermott, Drew", year = "1978", title = "Planning and acting", journal = "Cognitive Science", volume = "2", _number = "2", month = "April--June", pages = "71--109" } @Article{McDermott:1978, author = {McDermott, Drew}, title = {Tarskian semantics, or no notation without denotation!}, journal = {Cognitive Science}, year = {1978}, volume = {2}, pages = {277 - 282}, _number = {3}, } @book{Charniak+McDermott:1985, author = "Charniak, E. and McDermott, Drew", year = "1985", title = "Introduction to Artificial Intelligence", publisher = addison, _address = addison-ad } @article{McDermott:1987, author = "McDermott, Drew", year = "1987", title = "A critique of pure reason", journal = ci, volume = "3", _number = "3", pages = "151--237" } @inproceedings{McDermott:1996, author = "McDermott, Drew", year = 1996, title = "A heuristic estimator for means-ends analysis in planning", booktitle = icaps96, _address = "Edinburgh, Scotland", _publisher = aaaip, _pages = "142--149" } @article{McDermott+Doyle:1980, author = "McDermott, Drew and Doyle, Jon", year = "1980", title = "Non-monotonic logic:~I", journal = aij, volume = "13", _number = "1--2", month = apr, pages = "41--72", note = "" } @article{McDermott:1982, author = "McDermott, J.", year = "1982", title = "R1: {A}~rule-based configurer of computer systems", journal = aij, volume = "19", _number = "1", pages = "39--88" } @article{McEliece+al:1998, author = "McEliece, R. J. and MacKay, D. J. C. and Cheng, Jung-Fu", year = "1998", title = "Turbo decoding as an instance of {P}earl's {``belief propagation"} algorithm", journal = "IEEE Journal on Selected Areas in Communications", volume = "16", _number = "2", pages = "140--152" } @article{McGregor:1979, author = "McGregor, J. J.", title = "Relational consistency algorithms and their application in finding subgraph and graph isomorphisms", year = 1979, journal = "Information Sciences", volume = 19, _number = 3, pages = "229--250" } @article{McIlraith+Zeng:2001, author = {Sheila McIlraith and Honglei Zeng}, title = {Semantic Web Services}, journal = {IEEE Intelligent Systems}, year = 2001, volume = 16, _number = 2, pages = {46--53} } @book{Mckinney:2012, title={Python for Data Analysis: Data Wrangling with Pandas}, author={McKinney, Wes}, publisher=OReilly, year={2012} } @book{McLachlan+Krishnan:1997, title = {The {EM} Algorithm and Extensions}, author = {G. J. McLachlan and T. Krishnan}, publisher = wiley, _address = wiley-ad, year = 1997 } @misc{McMahan+al:2018, title = {A General Approach to Adding Differential Privacy to Iterative Training Procedures}, author = {H. Brendan McMahan and Galen Andrew}, year = {2018}, howpublished = {arXiv:1812.06210} } @book{McMillan:1993, year = 1993, author = "K. L. McMillan", title = "Symbolic Model Checking", publisher = kluwer, _address = kluwer-ad } @book{McWhorter:2014, title={The Language Hoax: Why the World Looks the Same in Any Language}, author={McWhorter, John H}, year={2014}, publisher=oxford } @book{Meehl:1955, author = {Paul Meehl}, title = {Clinical vs. Statistical Prediction}, publisher = {University of Minnesota Press}, _address = minnesota-ad, year = 1955 } @misc{Mehrabi+al:2019, title={A survey on bias and fairness in machine learning}, author={Mehrabi, Ninareh and Morstatter, Fred and Saxena, Nripsuta and Lerman, Kristina and Galstyan, Aram}, howpublished={arXiv:1908.09635}, year={2019} } @article{Mendel:1866, author = "Gregor Mendel", year = "1866", title = "Versuche {\"u}ber Pflanzen-Hybriden", journal = "Verhandlungen des Naturforschenden Vereins, Abhandlungen, Br{\"u}nn", volume = "4", pages = "3--47", note = "Translated into English by C. T. Druery, published by Bateson (1902)" } @article{Mercer:1909, author = "J. Mercer", year = "1909", title = "Functions of positive and negative type and their connection with the theory of integral equations", journal = "Phil. Trans. Roy. Soc., A", volume = "209", pages = "415--446" } @book{Merleau-Ponty:1945, author = {Maurice Merleau-Ponty}, title = {Phenomenology of Perception}, publisher = {Routledge}, year = 1945 } @article{Metropolis+al:1953, author = "Metropolis, N. and Rosenbluth, A. and Rosenbluth, M. and Teller, A. and Teller, E.", year = "1953", title = "Equations of state calculations by fast computing machines", journal = "J.\ Chemical Physics", volume = "21", pages = "1087--1091" } @article{Metropolis+Ulam:1949, author = {Nick Metropolis and Stan Ulam}, title = {The beginning of the {M}onte {C}arlo method}, year = {1949}, journal = {Journal of the American Statistical Association}, volume = 44, issue = 247, pages = {335--341} } @book{Mezard+al:1987, title={Spin Glass Theory and Beyond: An Introduction to the Replica Method and Its Applications}, author={M{\'e}zard, Marc and Parisi, Giorgio and Virasoro, Miguel}, _volume={9}, year={1987}, publisher=world } @article{Doran+Michie:1966, author = "Doran, J. and Michie, D.", year = "1966", title = "Experiments with the graph traverser program", journal = "Proc.\ Roy.\ Soc.", volume = "294, Series A", pages = "235--259" } @article{Michie:1972, author = "Michie, D.", year = "1972", title = "Machine intelligence at {E}dinburgh", journal = "Management Informatics", volume = "2", _number = "1", month = feb, pages = "7--12", _address = "Edinburgh, Scotland" } @incollection{Michie+Chambers:1968, author = "Michie, D. and Chambers, R. A.", year = "1968", title = "{BOXES}: An experiment in adaptive control", booktitle = mi2, editor = mi2-ed, publisher = mi2-pub, _address = mi2-ad, _pages = "125--133" } @article{Michie:1963, title={Experiments on the mechanization of game-learning {P}art {I}. {Characterization} of the model and its parameters}, author={Michie, Donald}, journal={The Computer Journal}, volume={6}, _number ={3}, pages={232--236}, year={1963}, publisher={The British Computer Society} } @incollection{Miikkulainen+al:2019, title={Evolving deep neural networks}, author={Miikkulainen, Risto and Liang, Jason and Meyerson, Elliot and Rawal, Aditya and Fink, Daniel and Francon, Olivier and Raju, Bala and Shahrzad, Hormoz and Navruzyan, Arshak and Duffy, Nigel and others}, booktitle={Artificial Intelligence in the Age of Neural Networks and Brain Computing}, _pages={293--312}, year={2019}, publisher={Elsevier}, } @misc{Mikolov+al:2013, title = {Efficient Estimation of Word Representations in Vector Space}, author = {Tomas Mikolov and Kai Chen and Greg Corrado and Jeffrey Dean}, year = {2013}, howpublished = {arXiv:1301.3781} } @inproceedings{Mikolov+al:2010, title={Recurrent neural network based language model}, author={Mikolov, Tom{\'a}{\v{s}} and Karafi{\'a}t, Martin and Burget, Luk{\'a}{\v{s}} and {\v{C}}ernock{\`y}, Jan and Khudanpur, Sanjeev}, booktitle={Eleventh Annual Conference of the International Speech Communication Association}, year={2010} } @inproceedings{Mikolov+al:2014, title = {Distributed Representations of Words and Phrases and their Compositionality}, author = {Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg and Dean, Jeff}, booktitle = nips26, _editor = {C. J. C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K. Q. Weinberger}, year = {2014}, _publisher = {Curran Associates, Inc.}, } @PhdThesis{Milch:2006, author = {Brian Milch}, title = {Probabilistic Models with Unknown Objects}, school = {UC Berkeley}, year = {2006}, } @inproceedings{Milch+al:2005, author = "Brian Milch and Bhaskara Marthi and David Sontag and Stuart J. Russell and Daniel Ong and Andrey Kolobov", year = "2005", title = "{BLOG}: Probabilistic Models with Unknown Objects", booktitle = ijcai05, _address = ijcai05-ad, _publisher = ijcai05-pub } @inproceedings{Milch+al:2008, author = {Brian Milch and Luke Zettlemoyer and Kristian Kersting and Michael Haimes and Leslie Pack Kaelbling}, title = {Lifted Probabilistic Inference with Counting Formulas}, booktitle = aaai08, year = {2008}, _pages = {1062-1068} } @techreport{Milgrom:1997, author = "P. Milgrom", title = "Putting auction theory to work: The simultaneous ascending auction", institution = "Stanford University Department of Economics", year = 1997, _number = "Technical Report 98-0002" } @book{Mill:1863, author = "Mill, John Stuart", year = "1863", title = "Utilitarianism", publisher = parker, address = parker-ad } @techreport{Miller+al:1976, author = "Miller, A. C. and Merkhofer, M. M. and Howard, R. A. and Matheson, J. E. and Rice, T. R.", year = "1976", title = "Development of Automated Aids for Decision Analysis", month = may, institution = sri, type = "Technical Report", _address = sri-ad } @inproceedings{Miller+al:2017, title={Explainable {AI}: Beware of inmates running the asylum}, author={Miller, Tim and Howe, Piers and Sonenberg, Liz}, booktitle={Proc. IJCAI-17 Workshop on Explainable AI}, _volume={36}, year={2017} } @misc{Minka:2010, title={Bayesian linear regression}, author={Thomas Minka}, year={2010}, howpublished={Unpublished manuscript} } @techreport{Minka+al:2018, title={True{S}kill 2: {A}n improved {B}ayesian skill rating system}, author={Tom Minka and Ryan Cleven and Yordan Zaykov}, year={2018}, institution={Microsoft Research}, _number ={MSR-TR-2018-8} } @book{Minker:2001, author = {Jack Minker}, title = {Logic-Based Artificial Intelligence}, publisher = {Kluwer}, year = 2001 } @incollection{Minsky:1975, author = "Minsky, Marvin L.", year = "1975", title = "A~framework for representing knowledge", booktitle = "The Psychology of Computer Vision", editor = "Winston, Patrick Henry", publisher = mcgraw, _address = mcgraw-ad, _pages = "211--277", _note = "Originally an MIT AI Laboratory memo; the 1975 version is abridged, but is the most widely cited." } @book{Minsky:1986, author = "Minsky, Marvin L.", year = "1986", title = "The Society of Mind", publisher = simon, _address = simon-ad } @book{Minsky:2007, author = {Marvin L. Minsky}, title = {The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind}, publisher = {Simon and Schuster}, year = 2007 } @book{Minsky+Papert:1969, author = "Minsky, Marvin L. and Papert, Seymour", year = "1969", title = "Perceptrons: An Introduction to Computational Geometry", publisher = mit, _address = mit-ad, _edition = "first" } @book{Minsky+Papert:1988, author = "Minsky, Marvin L. and Papert, Seymour", year = "1988", title = "Perceptrons: An Introduction to Computational Geometry", publisher = mit, _address = mit-ad, edition = "Expanded" } @Article{Minsky+al:2004, author = {Marvin L. Minsky and Push Singh and Aaron Sloman}, title = {The {S}t.~{T}homas Common Sense Symposium: Designing Architectures for Human-Level Intelligence }, journal = aimag, year = 2004, volume = 25, _number = 2, pages = {113--124} } @article{Minton+al:1992, author = "Minton, S. and Johnston, M. D. and Philips, A. B. and Laird, P.", year = "1992", title = "Minimizing conflicts: A heuristic repair method for constraint satisfaction and scheduling problems", journal = aij, volume = "58", _number = "1--3", month = dec, pages = "161--205" } @article{Mirjalili+al:2014, title={Grey wolf optimizer}, author={Mirjalili, Seyed Mohammad and Lewis, Andrew}, journal={Advances in Engineering Software}, volume={69}, pages={46--61}, year={2014}, publisher={Elsevier} } @book{Misak:2004, author = {Cheryl Misak}, title = {The Cambridge Companion to Peirce}, publisher = {Cambridge University Press}, year = 2004 } @article{Mitchell+al:2019, title={Model Cards for Model Reporting}, journal={Proc. of the Conference on Fairness, Accountability, and Transparency}, _publisher={ACM Press}, author={Mitchell, Margaret and Wu, Simone and Zaldivar, Andrew and Barnes, Parker and Vasserman, Lucy and Hutchinson, Ben and Spitzer, Elena and Raji, Inioluwa Deborah and Gebru, Timnit}, year={2019} } @book{Mitchell:1996, author = "Mitchell, Melanie", year = "1996", title = "An Introduction to Genetic Algorithms", publisher = mit, _address = mit-ad } @book{Mitchell:2019, title={Artificial Intelligence: A Guide for Thinking Humans}, author={Melanie Mitchell}, year={2019}, publisher={Farrar, Straus and Giroux} } @inproceedings{Mitchell+al:1994, author = "Melanie Mitchell and John H. Holland and Stephanie Forrest", title = "When Will a Genetic Algorithm Outperform Hill Climbing?", booktitle = nips6, _publisher = mit, _address = mit-ad, year = 1996, _editor = "J. Cowan and G. Tesauro and J. Alspector" } @incollection{Cook+Mitchell:1997, author = "Stephen A. Cook and David Mitchell", year = "1997", title = "Finding hard instances of the satisfiability problem: {A} survey", booktitle = "Satisfiability problems: {T}heory and applications", editor = "Du, D. and Gu, J. and Pardalos, P.", publisher = ams, _address = ams-ad } @Article{Mitchell:2005, author = {Tom M. Mitchell}, title = {Reading the Web: A Breakthrough Goal for {AI}}, journal = aimag, year = 2005, volume = 26, _number = 3, _pages = {12--16} } @inproceedings{Mitchell:2007, author = {Tom M. Mitchell}, title = {Learning, Information Extraction and the Web}, booktitle = ecml07, year = {2007}, _pages = {1} } @article{Mitchell+al:2018, title={Never-ending learning}, author={Mitchell, Tom M. and Cohen, William and Hruschka, Estevam and Talukdar, Partha and Yang, Bo and Betteridge, Justin and Carlson, Andrew and Dalvi, B and Gardner, Matt and Kisiel, Bryan and others}, journal=cacm, volume={61}, _number ={5}, pages={103--115}, year={2018}, publisher={ACM} } @article{Mitchell+al:2008, author = {Tom M. Mitchell and Svetlana V. Shinkareva and Andrew Carlson and Kai-Min Chang and Vicente L. Malave and Robert A. Mason and Marcel Adam Just}, title = {Predicting Human Brain Activity Associated with the Meanings of Nouns}, journal = {Science}, year = 2008, volume = 320, pages = {1191--1195} } @article{Mittelstadt:2019, title={Principles alone cannot guarantee ethical {AI}}, author={Mittelstadt, Brent}, journal={Nature Machine Intelligence}, pages={501--507}, year={2019}, volume = 1 } @article{Mitten:1960, author = "L. G. Mitten", year = "1960", title = "An analytic solutlon to the least cost testing sequence problem", journal = "Journal of Industrial Engineering", volume = "11", pages = "17" } @misc{miyato2018spectral, title={Spectral normalization for generative adversarial networks}, author={Miyato, Takeru and Kataoka, Toshiki and Koyama, Masanori and Yoshida, Yuichi}, year={2018}, howpublished={arXiv:1802.05957} } @misc{Mnih+al:2013, title = {Playing {Atari} with Deep Reinforcement Learning}, author = {Volodymyr Mnih and Koray Kavukcuoglu and David Silver and Alex Graves and Ioannis Antonoglou and Daan Wierstra and Martin A. Riedmiller}, year = {2013}, howpublished = {arXiv:1312.5602} } @article{Mnih+al:2015, author = {Volodymyr Mnih and Koray Kavukcuoglu and David Silver and Andrei A. Rusu and Joel Veness and Marc G. Bellemare and Alex Graves and Martin A. Riedmiller and Andreas Fidjeland and Georg Ostrovski and Stig Petersen and Charles Beattie and Amir Sadik and Ioannis Antonoglou and Helen King and Dharshan Kumaran and Daan Wierstra and Shane Legg and Demis Hassabis}, title = {Human-level control through deep reinforcement learning}, journal = {Nature}, volume = {518}, _number = {7540}, pages = {529--533}, year = {2015}, _url = {https://doi.org/10.1038/nature14236}, doi = {10.1038/nature14236}, timestamp = {Sat, 20 May 2017 00:24:51 +0200}, _biburl = {https://dblp.org/rec/bib/journals/nature/MnihKSRVBGRFOPB15}, bibsource = {dblp computer science bibliography, https://dblp.org} } @article{Mohr+Henderson:1986, author = "Mohr, R. and Henderson, T. C.", year = "1986", title = "Arc and path consistency revisited", journal = aij, volume = 28, _number = 2, pages = "225--233" } @InCollection{Montague:1970, author = {Montague, Richard}, title = {English as a formal language}, booktitle = {Linguaggi nella Societ\`{a} e nella Tecnica}, publisher = comunita, year = {1970}, editor = {Bruno Visentini}, _address = {comunita-ad}, _pages = {189--224}, } @incollection{Montague:1973, author = "Montague, Richard", year = "1973", title = "The proper treatment of quantification in ordinary {E}nglish", booktitle = "Approaches to Natural Language", editor = "Hintikka, K. J. J. and Moravcsik, J. M. E. and Suppes, P.", publisher = reidel, _address = reidel-ad } @article{Montanari:1974, author = "Montanari, U", year = "1974", title = "Networks of constraints: {F}undamental properties and applications to picture processing", journal = "Information Sciences", volume = "7", _number = "2", pages = "95--132" } @INPROCEEDINGS{Montemerlo04b, YEAR = {2004}, AUTHOR = {M. Montemerlo and S. Thrun}, TITLE = {Large-Scale Robotic 3-{D} Mapping of Urban Structures}, BOOKTITLE = {Proc.\ International Symposium on Experimental Robotics}, EDITORS = {M. Ang and O. Khatib}, _PUBLISHER = {Springer Tracts in Advanced Robotics (STAR)} } @inproceedings{Montemerlo+al:2002, author = "Michael Montemerlo and Sebastian Thrun and Daphne Koller and Ben Wegbreit", year = "2002", title = "{Fast{SLAM}}: {A} Factored Solution to the Simultaneous Localization and Mapping Problem", booktitle = aaai02, _address = aaai02-ad, _publisher = aaai02-pub, _month = aaai02-mon } @inproceedings{Mooney:1999, author = "Ray Mooney", title = "Learning for Semantic Interpretation: Scaling Up Without Dumbing Down", booktitle = "Proc.\ 1st Workshop on Learning Language in Logic", city = "Bled, Slovenia", _editor = "James Cussens", _publisher = springer, _pages = "7--15", year = "1999" } @inproceedings{Moore+Wong:2003, author = "A. M. Moore and W.-K. Wong", year = "2003", title = "Optimal reinsertion: A new search operator for accelerated and more accurate {B}ayesian network structure learning", booktitle = icml03 } @article{Moore+Atkeson:1993, author = "Moore, A. W. and Atkeson, C. G.", year = "1993", title = "Prioritized sweeping---{R}einforcement learning with less data and less time", journal = ml, volume = "13", pages = "103--130" } @article{Moore+Lee:1997, author = "A. W. Moore and M. S. Lee", year = "1997", title = "Cached sufficient statistics for efficient machine learning with large datasets", journal = jair, volume = "8", pages = "67--91" } @incollection{Moore:1959, author = "Moore, E. F.", year = "1959", title = "The shortest path through a maze", booktitle = "Proc.\ International Symposium on the Theory of Switching, Part {II}", publisher = harvard, _address = harvard-ad, _pages = "285--292" } @techreport{Moore:1980, author = "Moore, Robert C.", year = "1980", title = "Reasoning about knowledge and action", institution = sri, type = "Artificial Intelligence Center Technical Note", _number = "191", _address = sri-ad } @book{Hobbs+Moore:1985, editor = ftcw-ed, year = "1985", title = ftcw, publisher = ftcw-pub, _address = ftcw-ad } @inproceedings{Moore+DeNero:2011, title = {{L1 and L2} Regularization for Multiclass Hinge Loss Models}, author = {Robert C. Moore and John DeNero}, year = {2011}, _url = {www.ttic.edu/sigml/symposium2011/papers/Moore+DeNero_Regularization.pdf}, booktitle = {Symposium on Machine Learning in Speech and Natural Language Processing} } @misc{Moravcik+Schmid:2017, title = {DeepStack: {Expert}-Level Artificial Intelligence in No-Limit Poker}, author = {Matej Morav{\v{c}}{\'{\i}}k and Martin Schmid and Neil Burch and Viliam Lis{\'{y}} and Dustin Morrill and Nolan Bard and Trevor Davis and Kevin Waugh and Michael Johanson and Michael Bowling}, year = {2017}, howpublished = {arXiv:1701.01724} } @article{Moravec83a, author = {Moravec, H. P.}, title = {The {S}tanford Cart and the {CMU} Rover}, journal = {Proc.\ {IEEE}}, year = {1983}, volume = {71}, _number = {7}, pages = {872--884} } @inproceedings{Moravec+Elfes:1985, author = "Moravec, H. P. and Elfes, A.", year = "1985 ", title = "High resolution maps from wide angle sonar", booktitle = icra85, _address = "St.~Louis, Missouri", _publisher = ieeecs, month = mar, _pages = "116--121", note = "" } @book{Moravec:2000, author = {Hans P. Moravec}, title = {Robot: Mere Machine to Transcendent Mind}, publisher = {Oxford University Press}, year = 2000 } @book{Morgan:1896, author = "Conwy Lloyd Morgan", year = "1896", title = "Habit and Instinct", publisher = "Edward Arnold" } @inproceedings{Morgan+Griffiths:2015, title={What the {Baldwin Effect} affects}, author={Thomas J. H. Morgan and Thomas L. Griffiths}, booktitle=cogsci15, year={2015} } @inproceedings{Morjaria+al:1995, author = {Morjaria, Mahesh A. and Rink, F. John and Smith, William D. and Klempner, Geoff and Burns, Clayton and Stein, Jan}, title = {Elicitation of Probabilities for Belief Networks: Combining Qualitative and Quantitative Information}, booktitle = uai95, _pages = {141--148}, year = 1995, _publisher = morgan, city = "San Francisco" } @book{Morrison+Morrison:1961, editor = "Morrison, Philip and Morrison, Emily", year = "1961", title = "Charles Babbage and His Calculating Engines: Selected Writings by Charles Babbage and Others", publisher = dover, _address = dover-ad } @InProceedings{Moskewicz+al:2001, author = {M. W. Moskewicz and C. F. Madigan and Y. Zhao and L. Zhang and S. Malik}, title = {Chaff: Engineering an Efficient {SAT} Solver}, booktitle = {Proc.\ 38th Design Automation Conference}, year = {2001}, _pages = {530--535}, _publisher = {acmp}, city = {Las Vegas}, } @article{Mott+al:2017, title={Solving a {Higgs} optimization problem with quantum annealing for machine learning}, author={Mott, Alex and Job, Joshua and Vlimant, Jean-Roch and Lidar, Daniel and Spiropulu, Maria}, journal={Nature}, volume={550}, _number ={7676}, pages={375}, year={2017}, publisher={Nature Publishing Group} } @article{Motzkin+Schoenberg:1954, author = "Motzkin, T. S. and Schoenberg, I. J.", year = "1954", title = "The relaxation method for linear inequalities", journal = "Canadian Journal of Mathematics", volume = "6", _number = "3", pages = "393--404" } @inproceedings{Moutarlier89b, author = "P. Moutarlier and R. Chatila", title = "Stochastic Multisensory Data Fusion for Mobile Robot Location and Environment Modeling", booktitle = isrr89, _address = "Tokyo", year = 1989 } @book{Mueller:2006, author = {Erik T. Mueller}, title = {Commonsense Reasoning}, publisher = {Morgan Kaufmann}, year = 2006 } @article{Muggleton+DeRaedt:1994, author = "Stephen H. Muggleton and De Raedt, Luc", title = "Inductive Logic Programming: Theory and Methods", journal = jlp, volume = "19/20", pages = "629-679", year = "1994" } @article{Muller:2002, author = "Martin M{\"u}ller", year = "2002", title = "Computer {G}o", journal = aij, volume = "134", _number = "1--2", pages = "145--179" } @article{Mumford+Shah:1989, author = {D. Mumford and J. Shah}, title = {Optimal approximations by piece-wise smooth functions and associated variational problems}, journal = {Commun. Pure Appl. Math.}, volume = 42, pages = {577-685}, year = 1989 } @book{Mundy+Zisserman:1992, editor = "Mundy, Joseph and Zisserman, Andrew", year = "1992", title = "Geometric Invariance in Computer Vision", publisher = mit, _address = mit-ad } @inproceedings{Munos+al:2017, title={Safe and efficient off-policy reinforcement learning}, author={Munos, R{\'e}mi and Stepleton, Tom and Harutyunyan, Anna and Bellemare, Marc G.}, booktitle=nips29, _pages={1054--1062}, year={2017} } @phdthesis{Murphy:2002, author = {Kevin Murphy}, title = {Dynamic {B}ayesian Networks: Representation, Inference and Learning}, school = {UC Berkeley}, year = 2002 } @book{Murphy:2012, author = {Kevin Murphy}, title = {Machine Learning: A Probabilistic Perspective}, publisher =mitp, year = {2012}, } @techreport{Murphy+Mian:1999, author = {Kevin Murphy and I. S. Mian}, title = {Modelling Gene Expression Data using {B}ayesian Networks}, institution = {Computer Science Division, UC Berkeley}, year = 1999 } @incollection{Murphy+Russell:2001, author = "Kevin Murphy and Stuart J. Russell", title = "Rao-{B}lackwellised Particle Filtering for Dynamic {B}ayesian Networks", year = "2001", booktitle = "Sequential {M}onte {C}arlo Methods in Practice", publisher = springer, _address = springer-ad, editor = "A. Doucet and J. F. G. de Freitas and N. J. Gordon" } @inproceedings{Murphy+Weiss:2001, author = {Kevin Murphy and Yair Weiss}, title = {The Factored Frontier Algorithm for Approximate Inference in {DBN}s}, booktitle = uai01, _publisher = uai01-pub, year = {2001}, _pages = {378--385} } @book{Murphy00a, author = {Murphy, R.}, title = {Introduction to {AI} Robotics}, year = {2000}, publisher = {MIT Press}, _address = {Cambridge, Massachusetts} } @misc{Murray:2013, author = {Murray, L. M.}, title = {Bayesian state-space modelling on high-performance hardware using {LibBi}}, year = {2013}, howpublished = {arXiv:1306.3277}, } @book{murray2017mathematical, title={A Mathematical Introduction to Robotic Manipulation}, author={Murray, Richard M}, year={2017}, publisher=crc } @article{Murray-Rust+al:2003, author = {P. Murray--Rust and H. S. Rzepa and J. Williamson and E. L. Willighagen}, title = {Chemical Markup, {XML} and the World--Wide Web. 4. {CML} Schema}, journal = {J. Chem. Inf. Comput. Sci.}, year = 2003, volume = 43, pages = {752--772} } @inproceedings{Murthy+Russell:1990, author = {Chetan Murthy and James R. Russell }, title = {A Constructive Proof of {H}igman's Lemma }, booktitle = lics90, _pages = {257--269}, year = 1990 } @inproceedings{Muscettola:2002, author = {Nicola Muscettola}, title = {Computing the Envelope for Stepwise-Constant Resource Allocations}, booktitle = cp02, _pages = {139--154}, year = 2002 } @article{Muscettola+al:1998, author = "Nicola Muscettola and P. Nayak and Barney Pell and Brian Williams", year = 1998, title = "Remote Agent: To Boldly Go Where No {AI} System Has Gone Before", journal = aij, volume = 103, pages = "5-48" } @InProceedings{Muslea:1999, author = {Ion Muslea}, title = {Extraction Patterns for Information Extraction Tasks: A Survey}, booktitle = {Proc.~AAAI-99 Workshop on Machine Learning for Information Extraction}, year = 1999 } @article{Muth+al:2014, title={Embedded {3D} printing of strain sensors within highly stretchable elastomers}, author={Muth, Joseph T and Vogt, Daniel M and Truby, Ryan L and Meng{\"u}{\c{c}}, Yi{\u{g}}it and Kolesky, David B and Wood, Robert J and Lewis, Jennifer A}, journal={Advanced Materials}, volume={26}, _number ={36}, pages={6307--6312}, year={2014}, publisher={Wiley Online Library} } @article{Myerson:1981, author = {R. Myerson}, title = {Optimal Auction Design}, journal = {Mathematics of Operations Research}, year = 1981, volume = 6, pages = {58--73} } @article{Myerson:1986, author = {Roger Myerson}, title = {Multistage games with communication}, journal = {Econometrica}, year = 1986, volume = 54, pages = {323--358} } @book{Myerson:1991, author = {Myerson, Roger}, title = {Game Theory: Analysis of Conflict}, publisher = {Harvard University Press}, _address = "Cambridge", year = 1991 } @inproceedings{Nair-2010-small, author = {V. Nair and G. E. Hinton}, title = {Rectified Linear Units Improve Restricted {B}oltzmann Machines}, booktitle = icml10, year = {2010}, } @book{Nalwa:1993, author = "Nalwa, Vishvjit S.", year = "1993", title = "A Guided Tour of Computer Vision", publisher = addison, _address = addison-ad } @inproceedings{Narayanan+al:2011, title={Link prediction by de-anonymization: How we won the {Kaggle} social network challenge}, author={Narayanan, Arvind and Shi, Elaine and Rubinstein, Benjamin IP}, booktitle=ijcnn11, _pages={1825--1834}, year={2011}, _organization={IEEE} } @misc{Narayanan+Shmatikov:2006, title = {How To Break Anonymity of the {Netflix} Prize Dataset}, author = {Arvind Narayanan and Vitaly Shmatikov}, year = {2006}, howpublished = {arXiv:cs/0610105} } @article{Nash:1950, author = {Nash, John}, title = {Equilibrium points in {N}-Person Games}, journal = pnas, year = 1950, volume = 36, pages = {48--49} } @phdthesis{Nash:1973, author = "Peter Nash", year = "1973", title = "Optimal {A}llocation of {R}esources {B}etween {R}esearch {P}rojects", school = "University of Cambridge" } @inproceedings{Nayak+Williams:1997, author = "P. Nayak and B. Williams", title = "Fast context switching in real-time propositional reasoning", booktitle = aaai97, year = 1997, _publisher = aaaip, _address = aaai97-ad, _pages = "50--56" } @article{Neches+Swartout:1985, title={Enhanced maintenance and explanation of expert systems through explicit models of their development}, author={Neches, Robert and Swartout, William R. and Moore, Johanna D.}, journal={IEEE Transactions on Software Engineering}, volume={SE-11}, _number ={11}, pages={1337--1351}, year={1985}, publisher={IEEE} } @article{Nemhauser+al:1978, author = "G. L. Nemhauser and L. A. Wolsey and M. L. Fisher", year = "1978", title = "An analysis of approximations for maximizing submodular set functions {I}", journal = "Mathematical Programming", volume = "14", pages = "265--294" } @book{Nesterov+Nemirovski:1994, author = "Yuri Nesterov and Arkadi Nemirovski", year = "1994", title = "Interior-Point Polynomial Methods in Convex Programming", publisher = siam, _address = siam-ad } @article{Newell:1982, author = "Newell, A.", year = "1982", title = "The knowledge level", journal = aij, volume = "18", _number = "1", pages = "82--127" } @book{Newell:1990, author = "Newell, A.", year = "1990", title = "Unified Theories of Cognition", publisher = harvard, _address = harvard-ad } @inproceedings{Newell+Ernst:1965, author = "Newell, A. and Ernst, G.", year = "1965", title = "The search for generality", booktitle = "Proc.\ {IFIP} Congress", _volume = "1", _editor = "Wayne A. Kalenich", _publisher = spartan, _address = spartan-ad, _pages = "17--24" } @article{Newell+al:1957, author = "Newell, A. and Shaw, J. C. and Simon, H. A.", year = "1957", title = "Empirical explorations with the logic theory machine", journal = "Proc.\ Western Joint Computer Conference", volume = "15", pages = "218--239", note = "Reprinted in Feigenbaum and Feldman~(1963)" } @incollection{Newell+Simon:1961, author = "Newell, A. and Simon, Herbert A.", year = "1961", title = "{GPS}, a program that simulates human thought", booktitle = "Lernende Automaten", publisher = "R.~Oldenbourg", _address = "Munich", editor = "Billing, Heinz", _pages = "109--124" } @book{Newell+Simon:1972, author = "Newell, A. and Simon, Herbert A.", year = "1972", title = "Human Problem Solving", publisher = prentice, _address = prentice-ad } @article{Newell+Simon:1976, author = "Newell, A. and Simon, Herbert A.", year = "1976", title = "Computer science as empirical inquiry: {S}ymbols and search", journal = cacm, volume = "19", pages = "113--126" } @misc{Newton:1664, author = "Isaac Newton", title = "Methodus fluxionum et serierum infinitarum", year = "1664--1671", howpublished = "Unpublished notes" } @inproceedings{Ng:2004, author = {Andrew Y. Ng}, title = {Feature selection, \({L}_1\) vs. \({L}_2\) regularization, and rotational invariance}, booktitle = icml04, year = 2004 } @book{Ng:2019, author = {Andrew Y. Ng}, title = {Machine Learning Yearning}, year = {2019}, publisher = {www.mlyearning.org} } @inproceedings{Ng+al:1999, author = "Ng, Andrew Y. and Harada, Daishi and Russell, Stuart J.", year = "1999", title = "Policy invariance under reward transformations: {T}heory and application to reward shaping", booktitle = icml99, _address = icml99-ad, _publisher = icml99-pub, month = icml99-mon } @inproceedings{Ng+Jordan:2000, author = "Andrew Y. Ng and Michael I. Jordan", title = "{{PEGASUS}}: {A} policy search method for large {{MDP}}s and {POMDP}s", year = 2000, booktitle = uai00, _publisher = uai00-pub, _address = uai00-ad, _pages = "406--415" } @inproceedings{Ng+Jordan:2002, title={On discriminative vs. generative classifiers: A comparison of logistic regression and naive {Bayes}}, author={Ng, Andrew Y and Jordan, Michael I}, booktitle=nips14, _pages={841--848}, year={2002} } @article{Al-Chang+al:2004, author = {M. Al-Chang and J. Bresina and L. Charest and A. Chase and J. Hsu and A. Jonsson and B. Kanefsky and P. Morris and K. Rajan and J. Yglesias and B. Chafin and W. Dias and P. Maldague}, title = {{MAPGEN}: {Mixed-Initiative} Planning and Scheduling for the {Mars Exploration Rover} Mission}, journal = {IEEE Intelligent Systems}, year = 2004, volume = 19, _number = 1, pages = {8--12} } @inproceedings{Ng+Russell:2000, author = "Andrew Y. Ng and Stuart J. Russell", year = "2000", title = "Algorithms for inverse reinforcement learning", booktitle = icml00 } @inproceedings{Nicholson+Brady:1992, author = "Nicholson, A. and Brady, J. M.", year = "1992", title = "The data association problem when monitoring robot vehicles using dynamic belief networks", booktitle = ecai92, _address = "Vienna, Austria", _publisher = wiley, month = "3--7 August", _pages = "689--693" } @book{Nielsen:2015, title={Neural Networks and Deep Learning}, author={Nielsen, Michael A}, _volume={25}, year={2015}, publisher={Determination Press} } @article{Nielsen+Jensen:2003, author = "T.D. Nielsen and F.V. Jensen", year = "2003", title = "Sensitivity analysis in influence diagrams", journal = ieee-smc, volume = "33", pages = "223--234" } @inproceedings{Niemela+al:2000, author = {I. Niemel\"{a} and P. Simons and T. Syrj\"{a}nen}, title = {Smodels: A system for answer set programming}, booktitle = {Proc.\ 8th International Workshop on Non-Monotonic Reasoning}, year = 2000, month = {April}, city = "Breckenridge" } @inproceedings{nikolaidis2013human, title={Human-robot cross-training: computational formulation, modeling and evaluation of a human team training strategy}, author={Nikolaidis, Stefanos and Shah, Julie}, booktitle=hri13, _pages={33--40}, year={2013}, _organization={IEEE Press} } @inproceedings{Niles+Pease:2001, author = {Niles, Ian and Pease, Adam}, title = {Towards a standard upper ontology}, booktitle = {Proc.\ {I}nternational {C}onference on {F}ormal {O}ntology in {I}nformation {S}ystems}, year = {2001}, _pages = {2--9}, _publisher = {ACM} } @inproceedings{Nilsson+Lauritzen:2000, author = "D. Nilsson and S. Lauritzen", title = "Evaluating influence diagrams using {{LIMID}s}", year = 2000, booktitle = uai00, _publisher = uai00-pub, _address = uai00-ad, month = uai00-mon, _pages = "436--445" } @book{Nilsson:1965, author = "Nilsson, Nils J.", year = "1965", title = "Learning Machines: Foundations of Trainable Pattern-Classifying Systems", _note = "Republished in 1990", publisher = "McGraw-Hill", _address = mcgraw-ad } @article{Fikes+Nilsson:1971, author = "Fikes, R. E. and Nilsson, Nils J.", year = "1971", title = "{STRIPS}: {A} new approach to the application of theorem proving to problem solving", journal = aij, volume = "2", _number = "3--4", pages = "189--208" } @techreport{Nilsson:1984, author = "Nilsson, Nils J.", year = "1984", title = "Shakey the robot", institution = sri, _address = sri-ad, month = apr, type = "Technical Note", _number = "323" } @article{Nilsson:1986, author = "Nilsson, Nils J.", year = "1986", title = "Probabilistic logic", journal = aij, volume = "28", _number = "1", pages = "71--87" } @incollection{Benson+Nilsson:1995, author = "Benson, S. and Nilsson, N. J.", year = "1995", title = "Reacting, Planning and Learning in an Autonomous Agent", booktitle = mi14, editor = mi14-ed, publisher = mi14-pub, _address = mi14-ad } @book{Nilsson:2009, author = {Nils J. Nilsson}, title = {The Quest for Artificial Intelligence: A History of Ideas and Achievements}, publisher = {Cambridge University Press}, year = 2009 } @incollection{nisan:2007a, author = "N. Nisan", title = "Introduction to Mechanism Design (for Computer Scientists)", booktitle = "Algorithmic Game Theory", editor = "N. Nisan and T. Roughgarden and E. Tardos and V. V. Vazirani", publisher = CUP, _pages = {209--242}, year = 2007 } @book{Nisan+al:2007, editor = {Noam Nisan and Tim Roughgarden and Eva Tardos and Vijay Vazirani}, title = {Algorithmic Game Theory}, publisher = {Cambridge University Press}, year = 2007 } @article{Niv:2009, title={Reinforcement learning in the brain}, author={Niv, Yael}, journal={Journal of Mathematical Psychology}, volume={53}, _number ={3}, pages={139--154}, year={2009}, publisher={Elsevier} } @inproceedings{Nivre+al:2016, title={Universal Dependencies v1: A Multilingual Treebank Collection}, author={Nivre, Joakim and De Marneffe, Marie-Catherine and Ginter, Filip and Goldberg, Yoav and Hajic, Jan and Manning, Christopher and McDonald, Ryan and Petrov, Slav and others}, booktitle={Proc.\ International Conference on Language Resources and Evaluation}, year={2016} } @inproceedings{Nodelman+al:2002, author = "U Nodelman and CR Shelton and D Koller", title = "Continuous time {B}ayesian networks", booktitle = uai02, _address = uai02-ad, _publisher = uai02-pub, year = "2002" } @book{Noe:2009, author = {Alva Noe}, title = {Out of Our Heads: Why You Are Not Your Brain, and Other Lessons from the Biology of Consciousness}, publisher = {Hill and Wang}, year = 2009 } @book{Nordfors+al:2018, title={Disrupting Unemployment}, author={David Nordfors and Vint Cerf and Max Senges}, year={2018}, publisher={Amazon Digital Services}} @inproceedings{Norvig:1988, author = "Peter Norvig", title = "Multiple Simultaneous Interpretations of Ambiguous Sentences", booktitle = cogsci88, year = 1988 } @book{Norvig:1992, author = "Norvig, Peter", year = "1992", title = "Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp", publisher = morgan, _address = morgan-ad } @incollection{Norvig:2009, author = {Peter Norvig}, editor = {Toby Segaran and Jeff Hammerbacher}, booktitle = {Beautiful Data}, title = {Natural Language Corpus Data}, publisher = {O'Reilly}, year = 2009 } @article{Nowick+al:1993, author = "Nowick, S. M. and Dean, M. E. and Dill, D. L. and Horowitz, M.", year = "1993", title = "The design of a high-performance cache controller: A case study in asynchronous synthesis", journal = "Integration: The VLSI Journal", volume = "15", _number = "3", month = oct, pages = "241--262" } @article{Och+Ney:2003, author = {Franz J. Och and H. Ney}, title = {A Systematic Comparison of Various Statistical Alignment Models}, journal = cl, year = 2003, volume = 29, _number = 1, pages = {19--51} } @article{Och+Ney:2004, author = {Franz J. Och and H. Ney}, title = {The Alignment Template Approach to Statistical Machine Translation}, journal = cl, year = 2004, volume = 30, pages = {417--449} } @inproceedings{Och+Ney:2002, title={Discriminative training and maximum entropy models for statistical machine translation}, author={Och, Franz Josef and Ney, Hermann}, booktitle=coling02, _pages={295--302}, year={2002}, _organization={Association for Computational Linguistics} } @article{Ogawa+al:1990, author = "Ogawa, S. and Lee, T.-M. and Kay, A. R. and Tank, D. W.", year = "1990", title = "Brain magnetic resonance imaging with contrast dependent on blood oxygenation", journal = pnas, volume = "87", pages = "9868--9872" } @article{Oh+Berger:1992, title={Adaptive importance sampling in {M}onte {C}arlo integration}, author={Man-Suk Oh and James O Berger}, journal={Journal of Statistical Computation and Simulation}, year={1992}, volume={41}, _issue={3--4}, pages={143--168}, } @article{Oh+al:2009, author = "Songhwai Oh and Stuart J. Russell and Shankar Sastry", year = "2009", title = "Markov Chain {M}onte {C}arlo Data Association for Multi-Target Tracking", journal = "IEEE Transactions on Automatic Control", volume = "54", _number = "3", pages = "481--497" } @article{Oizumi+al:2014, title={From the phenomenology to the mechanisms of consciousness: {I}ntegrated information theory 3.0}, author={Oizumi, Masafumi and Albantakis, Larissa and Tononi, Giulio}, journal={PLoS {C}omputational {B}iology}, volume={10}, _number ={5}, pages={e1003588}, year={2014}, publisher={Public Library of Science} } @article{Olesen:1993, author = "Olesen, K. G.", year = "1993", title = "Causal probabilistic networks with both discrete and continuous variables", journal = pami, volume = "15", _number = "3", month = mar, pages = "275-279" } @article{Oliver+al:2004, author = {N. Oliver and A. Garg and E. J. Horvitz}, title = {Layered Representations for Learning and Inferring Office Activity from Multiple Sensory Channels}, journal = {Computer Vision and Image Understanding}, year = 2004, volume = 96, pages = {163--180} } @book{Oliver+Smith:1990, editor = "Oliver, R. M. and Smith, J. Q.", year = "1990", title = "Influence Diagrams, Belief Nets and Decision Analysis", publisher = wiley, _address = wiley-ad } @inproceedings{Omohundro:2008, author = {S. Omohundro}, title = {The Basic {AI} Drives}, booktitle = {{AGI}-08 Workshop on the Sociocultural, Ethical and Futurological Implications of Artificial Intelligence}, year = 2008 } @book{Oneil:2017, title={Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy}, author={O'Neil, Cathy}, year={2017}, publisher={Broadway Books} } @book{ONeil+Schutt:2013, title={Doing Data Science: Straight Talk from the Frontline}, author={O'Neil, Cathy and Schutt, Rachel}, year={2013}, publisher=OReilly } @inproceedings{O'Reilly+Oppacher:1994, author = "O'Reilly, U.-M. and Oppacher, F.", year = "1994", title = "Program search with a hierarchical variable length representation: {G}enetic programming, simulated annealing and hill climbing", booktitle = "Proc.\ Third Conference on Parallel Problem Solving from Nature", _address = "Jerusalem, Israel", _publisher = springer, _editor = "Davidor, Y. and Schwefel, H.-P. and Manner, R.", month = oct, _pages = "397--406" } @book{Osborne:2004, author = {Martin J. Osborne}, title = {An Introduction to Game Theory}, publisher = {Oxford University Pres}, year = 2004 } @book{Osborne+Rubinstein:1994, author = {Osborne, Martin J. and Rubinstein, Ariel}, title = {A Course in Game Theory}, publisher = {MIT Press}, _address = mit-ad, year = 1994 } @book{Osherson+al:1986, author = "Osherson, Daniel N. and Stob, Michael and Weinstein, Scott", year = "1986", title = "Systems That Learn: An Introduction to Learning Theory for Cognitive and Computer Scientists", publisher = mit, _address = mit-ad } @book{Ostrom:2015, title={Governing the Commons}, author={Ostrom, Elinor}, year={1990}, publisher=cambridge } @book{Padgham+Winikoff:2004, title = "Developing Intelligent Agent Systems: {A} Practical Guide", author = "Lin Padgham and Michael Winikoff", year = "2004", publisher = wiley, _address = wiley-ad } @inproceedings{Paige+Wood:2014, author = "Brooks Paige and Frank Wood", year = "2014", title = "A Compilation Target for Probabilistic Programming Languages", booktitle = icml14 } @inproceedings{Paige+al:2014, title={Asynchronous Anytime Sequential {M}onte {C}arlo}, author={Brooks Paige and Frank Wood and Arnaud Doucet and Yee Whye Teh}, booktitle=nips27, year={2015} } @inproceedings{Palacios+Geffner:2007, author = {H. Palacios and H. Geffner}, title = {From Conformant into Classical Planning: Efficient Translations that may be Complete Too}, booktitle = icaps07, year = 2007 } @book{Palmer:1999, author = {Stephen Palmer}, title = {Vision Science: Photons to Phenomenology}, publisher = {MIT Press}, _address = mit-ad, year = 1999 } @book{Papadimitriou:1994, author = {Papadimitriou, C. H.}, title = {Computational Complexity}, publisher = AW, year = 1994 } @article{Papadimitriou+Tsitsiklis:1987, author = {Papadimitriou, C. H. and John N. Tsitsiklis}, title = {The complexity of {M}arkov Decision Processes}, journal = {Mathematics of Operations Research}, year = 1987, volume = 12, _number = 3, pages = {441--450}, month = {August} } @article{Papadimitriou+Yannakakis:1991, author = "Papadimitriou, C. H. and Yannakakis, M.", year = "1991", title = "Shortest paths without a map", journal = "Theoretical Computer Science", volume = "84", _number = "1", month = jul, pages = "127--150", note = "" } @inproceedings{Papavassiliou+Russell:1999, author = "Papavassiliou, V. and Russell, S. J.", year = "1999", title = "Convergence of reinforcement learning with general function approximators", booktitle = ijcai99, _address = ijcai99-ad, _publisher = ijcai99-pub, month = ijcai99-mon, _pages = "748--757" } @book{Parisi:1988, title = "Statistical {F}ield {T}heory", author = "Giorgio Parisi", year = "1988", publisher = addison, _address = addison-ad } @article{Mezard+al:2002, author = "M. M{\'e}zard G. Parisi and R. Zecchina", year = "2002", title = "Analytic and Algorithmic Solution of Random Satisfiability Problems", journal = "Science", volume = "297", pages = "812--815" } @article{Park+Darwiche:2004, title={Complexity Results and Approximation Strategies for {MAP} Explanations}, author={James D Park and Adnan Darwiche}, journal=jair, year={2004}, volume={21}, pages={101--133}, } @inproceedings{Parker+al:2005, author = "Austin Parker and Dana S. Nau and V. S. Subrahmanian", year = "2005", title = "Game-Tree Search with Combinatorially Large Belief States", booktitle = ijcai05, location = ijcai05-ad, _publisher = ijcai05-pub, _pages = "254--259" } @techreport{Parker:1985, author = "Parker, D. B.", year = "1985", title = "Learning logic", institution = "Center for Computational Research in Economics and Management Science, MIT", _address = mit-ad, type = "Technical Report", _number = "TR-47" } @article{Parker96a, author = {Parker, L. E.}, title = {On the Design of Behavior-Based Multi-Robot Teams}, journal = {J.\ Advanced Robotics}, year = {1996}, volume = {10}, pages={547--578}, _number = {6} } @inproceedings{Parr+Russell:1998, author = "Ronald Parr and Stuart J. Russell", title = "Reinforcement learning with hierarchies of machines", booktitle = nips10, _publisher = mit, _address = mit-ad, year = 1998, _editor = "Michael I. Jordan and Michael Kearns and Sara A. Solla" } @article{Parzen:1962, author = {E. Parzen}, title = {On estimation of a probability density function and mode}, journal = {Annals of Mathematical Statistics}, year = 1962, volume = 33, pages = {1065--1076} } @InProceedings{Pasca+Harabagiu:2001, author = {Marius Pasca and Sanda M. Harabagiu}, title = {High Performance Question/Answering}, booktitle = sigir01, _pages = {366--374}, year = 2001 } @inproceedings{Pasca+al:2006, author = {Marius Pasca and Dekang Lin and Jeffrey Bigham and Andrei Lifchits and Alpa Jain}, title = {Organizing and Searching the World Wide Web of Facts---{S}tep One: The One-Million Fact Extraction Challenge}, booktitle = aaai06, year = {2006} } @inproceedings{Paskin:2002b, author = {Mark Paskin}, title = {Grammatical Bigrams}, booktitle = nips14, year = {2002}, _publisher = {MIT Press} } @inproceedings{Pasula+al:2003, author = {H. Pasula and B. Marthi and B. Milch and S. J. Russell and I. Shpitser}, title = {Identity Uncertainty and Citation Matching}, booktitle = nips15, _publisher = {MIT Press}, year = {2003}, _address = {Cambridge, MA} } @inproceedings{Pasula+al:1999, author = "Hanna Pasula and Stuart J. Russell and Michael Ostland and Ya'acov Ritov", year = "1999", title = "Tracking many objects with many sensors", booktitle = ijcai99, _address = ijcai99-ad, _publisher = ijcai99-pub, _month = ijcai99-mon } @inproceedings{Patel-Schneider:2014, title={Analyzing Schema.org}, author={Peter Patel-Schneider}, booktitle={Proc.\ International Semantic Web Conference}, year={2014} } @article{Patrick+al:1992, author = "Patrick, B. G. and Almulla, M. and Newborn, M.", year = "1992", title = "An upper bound on the time complexity of iterative-deepening-{A*}", journal = aij, volume = "5", _number = "2--4", month = may, pages = "265--278" } @book{Paul:1981, author = "Paul, Richard P.", year = "1981", title = "Robot Manipulators: Mathematics, Programming, and Control", publisher = mit, _address = mit-ad } @InProceedings{Pauls+Klein:2009, author = {Adam Pauls and Dan Klein}, title = {K-Best {A}* Parsing}, booktitle = acl09, year = 2009 } @book{Peano:1889, author = "Peano, Giuseppe", year = "1889", title = "Arithmetices principia, nova methodo exposita", publisher = bocca, address = bocca-ad } @article{Pearce+al:2008, author = {J. Pearce and M. Tambe and R. Maheswaran}, title = {Solving Multiagent Networks Using Distributed Constraint Optimization}, journal = aimag, year = 2008, volume = 29, _number = 3, pages = {47--62} } @inproceedings{Pearl:1982, author = "Pearl, J.", year = "1982", title = "Reverend {B}ayes on inference engines: {A}~distributed hierarchical approach", booktitle = aaai82, _address = aaai82-ad, _publisher = aaai82-pub, month = aaai82-mon, _pages = "133--136" } @article{Pearl:1982a, author = "Pearl, J.", year = "1982", title = "The solution for the branching factor of the alpha--beta pruning algorithm and its optimality", journal = cacm, volume = "25", _number = "8", pages = "559--564" } @book{Pearl:1984, author = "Pearl, J.", year = "1984", title = "Heuristics: Intelligent Search Strategies for Computer Problem Solving", publisher = addison, _address = addison-ad } @article{Dechter+Pearl:1985, author = "Dechter, R. and Pearl, J.", year = "1985", title = "Generalized best-first search strategies and the optimality of {A*}", journal = jacm, volume = "32", _number = "3", month = jul, pages = "505--536" } @article{Pearl:1986, author = "Pearl, J.", year = "1986", title = "Fusion, propagation, and structuring in belief networks", journal = aij, volume = "29", pages = "241--288" } @article{Dechter+Pearl:1987, author = "Dechter, R. and Pearl, J.", year = "1987", title = "Network-based heuristics for constraint-satisfaction problems", journal = aij, volume = "34", _number = "1", pages = "1--38" } @book{Pearl:1988, author = "Pearl, J.", year = "1988", title = "Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference", publisher = morgan, _address = morgan-ad } @book{Pearl:2000, title = "Causality: {M}odels, Reasoning, and Inference", author = "Pearl, J.", year = "2000", publisher = cambridge, _address = cambridge-ad } @book{Pearl+McKenzie:2018, author = "Pearl, J. and Dana McKenzie", year = "2018", title = "The Book of Why", publisher = basic } @inproceedings{Pearl+Verma:1991, author = "Pearl, J. and Verma, T.", year = "1991", title = "A theory of inferred causation", booktitle = kr91, _editor = "J. A. Allen and R. Fikes and E. Sandewall", _publisher = morgan, _address = morgan-ad, _pages = "441-452" } @article{Pearson:1895, author = "Karl Pearson", year = "1895", title = "Contributions to the mathematical theory of evolution, {II}: {S}kew variation in homogeneous material", journal = "Phil.\ Trans.\ Roy.\ Soc.", volume = "186", pages = "343--414" } @article{Pearson:1901, author = "Karl Pearson", year = "1901", title = "On Lines and Planes of Closest Fit to Systems of Points in Space", journal = "Philosophical Magazine", volume = "2", pages = "559--572" } @article{Pease+Niles:2002, author = {Adam Pease and Ian Niles}, title = {{IEEE} Standard Upper Ontology: A Progress Report}, journal = "Knowledge Engineering Review", year = 2002, volume = 17, _number = 1, pages = {65--70} } @inproceedings{Pednault:1986, author = "Pednault, Edwin P. D.", year = "1986", title = "Formulating multiagent, dynamic-world problems in the classical planning framework", booktitle = "Reasoning About Actions and Plans: Proc.\ 1986 Workshop", _editor = "Georgeff, Michael P. and Lansky, Amy L.", _address = "Timberline, Oregon", _publisher = morgan, month = "June-July", _pages = "47--82" } @article{Pedregosa+al:2011, title={Scikit-learn: {Machine} learning in {Python}}, author={Pedregosa, Fabian and Varoquaux, Ga{\"e}l and Gramfort, Alexandre and Michel, Vincent and Thirion, Bertrand and Grisel, Olivier and Blondel, Mathieu and Prettenhofer, Peter and Weiss, Ron and Dubourg, Vincent and others}, journal=jmlr, volume={12}, _number ={Oct}, pages={2825--2830}, year={2011} } @article{Peirce:1870, author = "Peirce, Charles Sanders", year = "1870", title = "Description of a notation for the logic of relatives, resulting from an amplification of the conceptions of {B}oole's calculus of logic", journal = "Memoirs of the American Academy of Arts and Sciences", volume = "9", pages = "317--378" } @inproceedings{Peirce:1883, author = {Peirce, Charles Sanders}, year = {1883}, title = {A theory of probable inference. {N}ote~{B}. {T}he logic of relatives}, editor={Peirce, Charles Sanders}, booktitle = {Studies in Logic}, address = {Little, Brown}, _pages = {187--203} } @misc{Peirce:1909, author = "Peirce, Charles Sanders", year = "1909", title = "Existential graphs", howpublished = "Unpublished manuscript; reprinted in (Buchler 1955)" } @book{Peleg:2002a, author = "B. Peleg and P. Sudholter", title = "Introduction to the Theory of Cooperative Games", edition={2nd}, publisher = SV, year = 2002 } @inproceedings{Pelikan+al:1999, author = "Pelikan, M. and Goldberg, D. E. and Cantu-Paz, E.", year = "1999", title = "{BOA}: {T}he {B}ayesian optimization algorithm", booktitle = "{{GECCO}-99}", _address = "Orlando, Florida", _publisher = morgan, _pages = "525--532" } @inproceedings{Pemberton+Korf:1992, author = "Joseph C. Pemberton and Korf, R. E. ", year = "1992", title = "Incremental Planning on Graphs with Cycles", booktitle = aips92, _address = "College Park, Maryland", _editor = "James Hendler", _publisher = morgan, _pages = "525--532" } @inproceedings{Penberthy+Weld:1992, author = "Penberthy, J. S. and Weld, D. S.", year = "1992", title = "{{UCPOP}}: {A}~sound, complete, partial order planner for {ADL}", booktitle = kr92, month = oct, _pages = "103--114", _publisher = morgan, city = "Cambridge" } @article{Peng+Williams:1993, author = "Peng, J. and Williams, R. J.", year = "1993", title = "Efficient learning and planning within the {D}yna framework", journal = "Adaptive Behavior", volume = "2", pages = " 437--454" } @inproceedings{Pennington+al:2014, title={Glove: Global vectors for word representation}, author={Pennington, Jeffrey and Socher, Richard and Manning, Christopher}, booktitle={EMNLP-14}, _pages ={1532--1543}, year={2014} } @book{Penrose:1989, author = {Roger Penrose}, title = {The Emperor's New Mind}, publisher = {Oxford University Press}, _address = oxford-ad, year = 1989 } @book{Penrose:1994, author = {Roger Penrose}, title = {Shadows of the Mind}, publisher = {Oxford University Press}, _address = oxford-ad, year = 1994 } @inproceedings{Peot+Smith:1992, author = "Peot, M. and Smith, D. E.", year = "1992", title = "Conditional nonlinear planning", booktitle = icaps92, _address = "College Park, Maryland", _editor = "Hendler, James", _publisher = morgan, month = "June 15--17", _pages = "189--197" } @inproceedings{Pereira+Schabes:1992, title={Inside-outside reestimation from partially bracketed corpora}, author={Pereira, Fernando and Schabes, Yves}, booktitle=acl92, _pages={128--135}, year={1992}, _organization={Association for Computational Linguistics} } @article{Pereira+Warren:1980, author = "Pereira, Fernando and Warren, D. H. D.", year = "1980", title = "Definite clause grammars for language analysis: A survey of the formalism and a comparison with augmented transition networks", journal = aij, volume = "13", pages = "231--278" } @article{peters2008reinforcement, title={Reinforcement learning of motor skills with policy gradients}, author={Peters, Jan and Schaal, Stefan}, journal={{N}eural {N}etworks}, volume={21}, _number ={4}, pages={682--697}, year={2008}, publisher={Elsevier} } @book{Peters+al:2017, title={Elements of {C}ausal {I}nference: {F}oundations and {L}earning {A}lgorithms}, author={Peters, Jonas and Janzing, Dominik and Sch{\"o}lkopf, Bernhard}, year={2017}, publisher={MIT press} } @misc{Peters:2018, title={Deep contextualized word representations}, author={Peters, Matthew E and Neumann, Mark and Iyyer, Mohit and Gardner, Matt and Clark, Christopher and Lee, Kenton and Zettlemoyer, Luke}, year={2018}, howpublished={arXiv:1802.05365} } @article{Peterson+Anderson:1987, author = "Peterson, C. and Anderson, J. R.", year = "1987", title = "A mean field theory learning algorithm for neural networks", journal = "Complex Systems", volume = "1", _number = "5", pages = "995--1019" } @misc{Petosa+Balch:2019, title={Multiplayer {A}lpha{Z}ero}, author={Nick Petosa and Tucker Balch}, year={2019}, howpublished={arXiv:1910.13012}, } @inproceedings{Pfeffer:2001, author = {A. Pfeffer}, title = {{IBAL}: A Probabilistic Rational Programming Language}, booktitle = ijcai01, _pages = {733--740}, year = {2001} } @inproceedings{Pfeffer+al:1999, title = "{SPOOK}: {A} System for Probabilistic Object-Oriented Knowledge Representation", author = "A. Pfeffer and D. Koller and B. Milch and K. T. Takusagawa", year = "1999", booktitle = uai99, _publisher = uai99-pub, _address = uai99-ad, month = uai99-mon } @book{Pfeffer:2016, author = "Avi Pfeffer", year = "2016", title = "Practical Probabilistic Programming", publisher = manning } @inproceedings{Koller+Pfeffer:2000, author = "Koller, D. and Pfeffer, A.", year = "2000", title = "Semantics and inference for recursive probability models", booktitle = aaai00, _address = aaai00-ad, _publisher = aaai00-pub, month = aaai00-mon } @INCOLLECTION{Pfeffer:2007, AUTHOR = {Avrom Pfeffer}, EDITOR = {Lise Getoor and Ben Taskar}, BOOKTITLE = {Introduction to Statistical Relational Learning}, TITLE = {The Design and Implementation of {IBAL}: {A} General-Purpose Probabilistic Language}, PUBLISHER = mit, YEAR = 2007 } @book{Pfeifer+al:2006, author = {Rolf Pfeifer and Josh Bongard and Rodney A. Brooks and Shun Iwasawa}, title = {How the Body Shapes the Way We Think: A New View of Intelligence}, publisher = {Bradford}, year = 2006 } @misc{Pham+al:2018, title={Efficient Neural Architecture Search via Parameter Sharing}, author={Hieu Pham and Melody Y. Guan and Barret Zoph and Quoc V. Le and Jeff Dean}, year={2018}, howpublished={arXiv:1802.03268}, } @inproceedings{Pineau+al:2003, author = "Joelle Pineau and Geoffrey Gordon and Sebastian Thrun", year = "2003", title = "Point-based value iteration: {A}n anytime algorithm for {POMDP}s", booktitle = ijcai03, _address = ijcai03-ad, _publisher = ijcai03-pub } @book{Pinedo:2008, author = {Michael Pinedo}, title = {Scheduling: Theory, Algorithms, and Systems}, publisher = {Springer Verlag}, year = 2008 } @article{Pinkas+Dechter:1995, author = {G. Pinkas and R. Dechter}, title = {Improving connectionist energy minimization}, journal = jair, year = {1995}, volume = {3}, pages = {223--248} } @incollection{Pinker:1995, author = "Steven Pinker", year = "1995", title = "Language Acquisition", booktitle = "An Invitation to Cognitive Science", edition = "2nd", _volume = 1, editor = "L. R. Gleitman and M. Liberman and D. N. Osherson", publisher = mit, _address = mit-ad } @book{Pinker:2003, author = {Steven Pinker}, title = {The Blank Slate: The Modern Denial of Human Nature}, publisher = {Penguin}, year = 2003 } @InProceedings{Pinto+al:2003, author = {David Pinto and Andrew McCallum and Xing Wei and W. Bruce Croft}, title = {Table Extraction Using Conditional Random Fields}, booktitle = sigir03, year = 2003 } @inproceedings{pinto2016supersizing, title={Supersizing self-supervision: Learning to grasp from 50k tries and 700 robot hours}, author={Pinto, Lerrel and Gupta, Abhinav}, booktitle=icra16, _pages={3406--3413}, year={2016}, _organization={IEEE} } @incollection{Platt:1999, author = {John Platt}, title = {Fast training of support vector machines using sequential minimal optimization}, booktitle = {Advances in Kernel Methods: Support Vector Learning}, _pages = {185--208}, publisher = {MIT Press}, year = 1999 } @incollection{Plotkin:1972, author = "Plotkin, G.", year = "1972", title = "Building-in equational theories", booktitle = mi7, editor = mi7-ed, publisher = mi7-pub, _address = mi7-ad, _pages = "73--90" } @inproceedings{Plummer:2003, author = "Martyn Plummer", year = "2003", title = "{JAGS}: {A} program for analysis of {B}ayesian graphical models using {G}ibbs sampling", booktitle = "Proc. Third Int'l Workshop on Distributed Statistical Computing" } @inproceedings{Pnueli:1977, author = "Pnueli, A.", year = "1977", title = "The temporal logic of programs", booktitle = focs77, _address = "Providence, Rhode Island", _publisher = ieeecs, _organization = ieee, month = "October 31--November 2", _pages = "46--57" } @incollection{Pohl:1971, author = "Pohl, I.", year = "1971", title = "Bi-directional search", booktitle = mi6, editor = mi6-ed, publisher = mi6-pub, _address = mi6-ad, _pages = "127--140" } @inproceedings{Pohl:1973, author = "Pohl, I.", year = "1973", title = "The avoidance of (relative) catastrophe, heuristic competence, genuine dynamic weighting and computational issues in heuristic problem solving", booktitle = ijcai73, _address = ijcai73-ad, _publisher = ijcai73-pub, month = ijcai73-mon, _pages = "20--23" } @incollection{Pohl:1977, author = "Pohl, I.", year = "1977", title = "Practical and theoretical considerations in heuristic search algorithms", booktitle = mi8, editor = mi8-ed, publisher = mi8-pub, _address = mi8-ad, _pages = "55-72" } @article{Pohl:1970b, title={Heuristic search viewed as path finding in a graph}, author={Pohl, Ira}, journal=aij, volume={1}, _number ={3-4}, pages={193--204}, year={1970}, publisher=elsevier } @book{Poli+al:2008, author = {Riccardo Poli and William Langdon and Nicholas McPhee}, title = {A Field Guide to Genetic Programming}, publisher = {Lulu.com}, year = 2008 } @book{Pomerleau:1993, author = "Pomerleau, Dean A.", year = "1993", title = "Neural Network Perception for Mobile Robot Guidance", publisher = kluwer, _address = kluwer-ad } @inproceedings{Poole+al:2016, title = {Exponential expressivity in deep neural networks through transient chaos}, author = {Poole, Ben and Lahiri, Subhaneil and Raghu, Maithra and Sohl-Dickstein, Jascha and Ganguli, Surya}, booktitle = nips29, year = {2017}, } @article{Poole:1993, author = "Poole, D.", title = "Probabilistic {H}orn abduction and {B}ayesian networks", year = 1993, journal = aij, volume = 64, pages = "81--129" } @inproceedings{Poole:2003, author = "David Poole", title = "First-order probabilistic inference", booktitle = ijcai03, _address = ijcai03-ad, _publisher = ijcai03-pub, _pages = "985--991", year = "2003" } @book{Poole+Mackworth:2017, title={Artificial Intelligence: Foundations of Computational Agents}, edition={2}, author={Poole, David and Mackworth, Alan K}, year={2017}, publisher=cambridge } @article{Poppe:2010, title={A survey on vision-based human action recognition}, author={Ronald Poppe}, journal={Image Vision Comput.}, year={2010}, volume={28}, pages={976-990} } @book{Popper:1959, author = "Popper, Karl R.", year = "1959", title = "The Logic of Scientific Discovery", publisher = basic, _address = basic-ad } @book{Popper:1962, author = "Popper, Karl R.", year = "1962", title = "Conjectures and Refutations: The Growth of Scientific Knowledge", publisher = basic, _address = basic-ad } @book{Portner+Partee:2002, author = {Paul Portner and Barbara Hall Partee}, title = {Formal Semantics: The Essential Readings}, publisher = {Wiley-Blackwell}, year = 2002 } @article{Post:1921, author = "Post, Emil L.", year = "1921", title = "Introduction to a general theory of elementary propositions", journal = "American Journal of Mathematics", volume = "43", pages = "163--185" } @article{Poulton+Watts:2016, title={{MIT and DARPA} pack {Lidar} sensor onto single chip}, author={Poulton, Christopher and Watts, Michael}, journal={IEEE Spectrum}, volume = {{\rm August 4}}, year={2016} } @book{Poundstone:1993, author = {William Poundstone}, title = {Prisoner's Dilemma}, publisher = {Anchor}, year = 1993 } @book{Pourret+al:2008, author = {Olivier Pourret and Patrick Na\"im and Bruce Marcot}, title = {Bayesian Networks: A {P}ractical {G}uide to {A}pplications}, publisher = wiley, year = 2008 } @inproceedings{Pradhan+al:1994, author = "Pradhan, M. and Provan, G. M. and Middleton, B. and Henrion, M.", year = "1994", title = "Knowledge engineering for large belief networks", booktitle = uai94, _address = uai94-ad, month = uai94-mon, _publisher = uai94-pub, _pages = "484--490" } @article{Prawitz:1960, author = "Prawitz, Dag", year = "1960", title = "An improved proof procedure", journal = "Theoria", volume = "26", pages = "102--139" } @book{Press+al:2007, author = "William H. Press and Saul A. Teukolsky and William T. Vetterling and Brian P. Flannery", year = "2007", title = "Numerical Recipes: {T}he Art of Scientific Computing", publisher = cambridge, _address = cambridge-ad, edition = "3rd" } @book{Preston+Bishop:2002, author = {John Preston and Mark Bishop}, title = {Views into the Chinese Room: New Essays on Searle and Artificial Intelligence}, publisher = {Oxford University Press}, year = 2002 } @article{Prieditis:1993, author = "Prieditis, A. E.", year = "1993", title = "Machine discovery of effective admissible heuristics", journal = ml, volume = "12", _number = "1--3", month = aug, pages = "117--141" } @article{Prosser:1993, year = 1993, author = "Prosser, P.", title = "Hybrid algorithms for constraint satisfaction problems", journal = ci, volume = 9, pages = "268--299" } @book{Pullum:1991, author = "Geoffrey K. Pullum", year = 1991, title = "The Great Eskimo Vocabulary Hoax (and Other Irreverent Essays on the Study of Language)", publisher = chicago, _address = chicago-ad } @inproceedings{Pullum:1996, author = {Geoffrey K. Pullum}, title = {Learnability, Hyperlearning, and the Poverty of the Stimulus}, booktitle = {22nd Annual Meeting of the Berkeley Linguistics Society}, year = 1996 } @book{Puterman:1994, author = "Puterman, Martin L.", title = "{M}arkov Decision Processes: {D}iscrete Stochastic Dynamic Programming", publisher = wiley, _address = wiley-ad, year = 1994 } @article{Puterman+Shin:1978, author = "Puterman, Martin L. and Moon Chirl Shin", year = "1978", title = "Modified policy iteration algorithms for discounted {M}arkov decision problems", journal = "Management Science", volume = "24", _number = "11", pages = "1127--1137" } @incollection{Putnam:1963, author = "Putnam, Hilary", year = "1963", title = "`{D}egree of confirmation' and inductive logic", booktitle = "The Philosophy of Rudolf Carnap", editor = "Schilpp, P. A.", publisher = opencourt, _address = opencourt-ad, _pages = "270--292" } @misc{Quillian:1961, author = "Quillian, M. Ross", year = "1961", title = "A~design for an understanding machine", howpublished = "Paper presented at a colloquium: Semantic Problems in Natural Language, King's College, Cambridge, England", month = sep } @incollection{Quine:1953, author = "Quine, W. V.", year = "1953", title = "Two dogmas of empiricism", booktitle = "From a Logical Point of View", publisher = harper, _address = harper-ad, _pages = "20--46" } @book{Quine:1960, author = "Quine, W. V.", year = "1960", title = "Word and Object", publisher = mit, _address = mit-ad } @book{Quine:1982, author = "Quine, W. V.", year = "1982", title = "Methods of Logic", publisher = harvard, _address = harvard-ad, edition = "4th" } @incollection{Quinlan:1979, author = "Quinlan, J. R.", year = "1979", title = "Discovering rules from large collections of examples: A~case study", booktitle = "Expert Systems in the Microelectronic Age", editor = "Michie, D.", publisher = edinburgh, _address = edinburgh-ad } @article{Quinlan:1986, author = "Quinlan, J. R.", year = "1986", title = "Induction of decision trees", journal = ml, volume = "1", pages = "81--106" } @book{Quinlan:1993a, author = "Quinlan, J. R.", title = "{C4.5}: {P}rograms for {M}achine {L}earning", year = 1993, publisher = morgan, _address = morgan-ad } @inproceedings{quinlan1993elastic, title={Elastic bands: Connecting path planning and control}, author={Quinlan, Sean and Khatib, Oussama}, booktitle=icra93, _pages={802--807}, year={1993}, _organization={IEEE} } @book{Quirk+al:1985, author = "Quirk, Randolph and Greenbaum, Sidney and Leech, Geoffrey and Svartvik, Jan", year = "1985", title = "A~Comprehensive Grammar of the English Language", publisher = longman, _address = longman-ad } @article{Rabani+al:1998, author = "Rabani, Y. and Rabinovich, Y. and Sinclair, A.", title = "A computational view of population genetics", journal = "Random Structures and Algorithms", year = "1998", volume = "12", _number = "4", pages = "313--334" } @book{Rabiner+Juang:1993, author = "L. R. Rabiner and B.-H. Juang", title = "Fundamentals of Speech Recognition", publisher = "Prentice-Hall", _address = prentice-ad, year = 1993 } @misc{radford2015unsupervised, title={Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks}, author={Radford, Alec and Metz, Luke and Chintala, Soumith}, year={2015}, howpublished={arXiv:1511.06434} } %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% END IAN'S: @article{Radford+al:2019, title={Language models are unsupervised multitask learners}, author={Radford, Alec and Wu, Jeffrey and Child, Rewon and Luan, David and Amodei, Dario and Sutskever, Ilya}, journal={OpenAI Blog}, volume={1}, _number ={8}, year={2019} } @misc{Raffel+al:2019, title={Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer}, author={Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu}, year={2019}, howpublished={arXiv:1910.10683}, } @article{Rafferty+al:2016, author = "Anna N. Rafferty and Emma Brunskill and Thomas L. Griffiths and Patrick Shafto", year = "2016", title = "Faster Teaching via {POMDP} Planning", journal = "Cognitive Science", volume = "40", pages = "1290--1332" } @article{rahwan:15a, author = "T. Rahwan and T. P. Michalak and M. Wooldridge and N. R. Jennings", title = "Coalition structure generation: {A} survey", journal = aij, volume = 229, pages = {139--174}, year = 2015 } @article{Raibert+al:2008, title={Bigdog, the rough-terrain quadruped robot}, author={Raibert, Marc and Blankespoor, Kevin and Nelson, Gabriel and Playter, Rob}, journal={IFAC Proceedings Volumes}, volume={41}, _number ={2}, pages={10822--10825}, year={2008}, publisher={Elsevier} } @inproceedings{Rajpurkar+al:2016, title={Squad: 100,000+ questions for machine comprehension of text}, author={Rajpurkar, Pranav and Zhang, Jian and Lopyrev, Konstantin and Liang, Percy}, booktitle={EMNLP-16}, year={2016} } @incollection{Ramsey:1931, author = "Ramsey, Frank Plumpton", year = "1931", title = "Truth and probability", booktitle = "The Foundations of Mathematics and Other Logical Essays", editor = "Braithwaite, R. B.", publisher = harcourt, _address = harcourt-ad } @book{Ramsundar+Zadeh:2018b, title={TensorFlow machine learning cookbook}, author={McClure, Nick}, year={2017}, publisher={Packt Publishing Ltd} } @misc{Rao+Verweij:2017, title={Sizing the prize: {What’s} the real value of {AI} for your business and how can you capitalise?}, author={Rao, Dr Anand S and Verweij, Gerard}, year={2017}, howpublished={PwC} } @book{Raphael:1976, author = "Raphael, Bertram", year = "1976", title = "The Thinking Computer: Mind Inside Matter", publisher = freeman, _address = freeman-ad } @book{Raphson:1690, author = "Raphson, Joseph", year = "1690", title = "Analysis aequationum universalis", publisher = "Apud Abelem Swalle", address = "London" } @book{Raschka:2015, title={Python Machine Learning}, author={Raschka, Sebastian}, year={2015}, publisher={Packt} } @inproceedings{Rashevsky:1936, author = "Nicolas Rashevsky", year = "1936", title = "Physico-mathematical aspects of Excitation and Conduction in Nerves", booktitle = "Cold Springs Harbor Symposia on Quantitative Biology. {IV}: {E}xcitation Phenomena", _pages = "90--97" } @book{Rashevsky:1938, author = "Nicolas Rashevsky", year = "1938", title = "Mathematical Biophysics: {P}hysico-Mathematical Foundations of Biology", publisher = chicago, _address = chicago-ad } @book{Rasmussen+Williams:2006, author = "Rasmussen, C. E. and Williams, C. K. I.", year = "2006", title = "Gaussian Processes for Machine Learning", publisher = mit } @article{Rassenti+al:1982, author = {S. Rassenti and V. Smith and R. Bulfin}, title = {A combinatorial auction mechanism for airport time slot allocation}, journal = {Bell Journal of Economics}, year = 1982, volume = 13, pages = {402--417} } @inproceedings{ratliff2006maximum, title={Maximum margin planning}, author={Ratliff, Nathan and Bagnell, J Andrew and Zinkevich, Martin}, booktitle=icml06, _pages={729--736}, year={2006}, _organization={ACM} } @inproceedings{ratliff2009chomp, title={{CHOMP}: Gradient optimization techniques for efficient motion planning}, author={Ratliff, Nathan and Zucker, Matt and Bagnell, J Andrew and Srinivasa, Siddhartha}, booktitle=icra09, year={2009} } @inproceedings{Ratnaparkhi:1996, title={A maximum entropy model for part-of-speech tagging}, author={Ratnaparkhi, Adwait}, booktitle={EMNLP-96}, year={1996} } @inproceedings{Ratner+Warmuth:1986, author = "Ratner, D. and Warmuth, M.", year = "1986", title = "Finding a shortest solution for the $n~\times~n$ extension of the 15-puzzle is intractable", booktitle = aaai86, _address = aaai86-ad, _publisher = aaai86-pub, month = aaai86-mon, _volume = "1", _pages = "168-172" } @article{Rauch+al:1965, author = "Rauch, H. E. and Tung, F. and Striebel, C. T.", year = "1965", title = "Maximum likelihood estimates of linear dynamic systems", journal = "AIAA Journal", volume = "3", _number = "8", pages = "1445--1450" } @book{Rayward-Smith+al:1996, editor = {V.J. Rayward-Smith and I.H. Osman and C.R. Reeves and G.D. Smith}, title = {Modern Heuristic Search Methods}, publisher = {Wiley}, year = 1996 } @misc{Real+al:2018, title = {Regularized Evolution for Image Classifier Architecture Search}, author = {Esteban Real and Alok Aggarwal and Yanping Huang and Quoc V. Le}, year = {2018}, howpublished = {arXiv:1802.01548} } @techreport{Rechenberg:1965, author = "Rechenberg, I.", title = "Cybernetic Solution Path of an Experimental Problem", year = "1965", institution = "Royal Aircraft Establishment", type = "Library Translation", _number = "1122", month = aug } @inproceedings{Regin:1994, author = "Regin, J.", year = "1994", title = "A filtering algorithm for constraints of difference in {CSP}s", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "362--367" } @article{Reid:1979, author = "Reid, D. B.", year = "1979", title = "An algorithm for tracking multiple targets", journal = "IEEE Trans. Automatic Control", volume = "24", _number = "6", pages = "843--854" } @inproceedings{Reif:1979, author = "Reif, J.", year = "1979", title = "Complexity of the mover's problem and generalizations", booktitle = focs79, _address = "San Juan, Puerto Rico", _organization = ieee, _publisher = ieeecs, month = "October 29--31", _pages = "421--427" } @article{Reiter:1980, author = "Reiter, R.", year = "1980", title = "A logic for default reasoning", journal = aij, volume = "13", _number = "1--2", month = apr, pages = "81--132" } @incollection{Reiter:1991, author = "Reiter, R.", year = 1991, title = "The frame problem in the situation calculus: A simple solution (sometimes) and a completeness result for goal regression", booktitle = "Artificial Intelligence and Mathematical Theory of Computation: Papers in Honor of John McCarthy", editor = "Lifschitz, Vladimir", publisher = academic, _address = academic-ad, _pages = "359--380" } @book{Reiter:2001a, author = "Raymond Reiter", year = "2001", title = "Knowledge in Action: {L}ogical Foundations for Specifying and Implementing Dynamical Systems", publisher = mit, _address = mit-ad } @article{Renner+Ekart:2003, author = {G. Renner and A. Ekart}, title = {Genetic algorithms in computer aided design.}, journal = {Computer Aided Design}, year = 2003, volume = 35, _number = 8, pages = {709--726} } @book{Renyi:1970, author = "R{\'e}nyi, Alfred", year = "1970", title = "Probability Theory", publisher = elsevier, _address = elsevier-ad } @article{Resnick+Varian:1997, title={Recommender systems}, author={Resnick, Paul and Varian, Hal R}, journal=cacm, volume={40}, _number ={3}, pages={56--58}, year={1997}, publisher={ACM} } @inproceedings{Rezende+al:2014, title={Stochastic Backpropagation and Approximate Inference in Deep Generative Models}, author={Danilo Jimenez Rezende and Shakir Mohamed and Daan Wierstra}, booktitle=icml14, year={2014} } @article{Riazanov+Voronkov:2002, author = {Alexandre Riazanov and Andrei Voronkov}, title = {The design and implementation of {VAMPIRE}}, journal = {AI Communications}, year = 2002, volume = 15, _number = {2--3}, pages = {91--110} } @inproceedings{Ribeiro+al:2016, title={Why should {I} trust you?: Explaining the predictions of any classifier}, author={Ribeiro, Marco Tulio and Singh, Sameer and Guestrin, Carlos}, booktitle=kdd16, _pages={1135--1144}, year={2016}, _organization={ACM} } @article{Richardson+Domingos:2006, author = "Matthew Richardson and Pedro Domingos", year = "2006", title = "Markov logic networks", journal = ml, volume = "62", _number = "1--2", pages = "107--136" } %%%%%%%%%%% ROBOTICS FROM ANCA @inproceedings{Richter+Helmert:2009, author = {Silvia Richter and Malte Helmert}, title = {Preferred Operators and Deferred Evaluation in Satisficing Planning}, booktitle = icaps09, year = {2009}, } @book{Ridley:2004, author = {Mark Ridley}, title = {Evolution}, publisher = {Oxford Reader}, year = 2004 } @article{Riley+Samuelson:1981, author = {J. Riley and W. Samuelson}, title = {Optimal Auctions}, journal = {American Economic Review}, year = 1981, volume = 71, pages = {381--392} } @article{Riley:2019, title={Three pitfalls to avoid in machine learning}, author={Riley, Patrick}, year={2019}, volume={572}, pages={27--29}, journal={Nature} } @InProceedings{Riloff:1993, author = {Ellen Riloff}, title = {Automatically Constructing a Dictionary for Information Extraction Tasks}, booktitle = aaai93, _pages = {811--816}, year = 1993 } @misc{Ringgaard+al:2017, title={{SLING: A} framework for frame semantic parsing}, author={Ringgaard, Michael and Gupta, Rahul and Pereira, Fernando}, year={2017}, howpublished={arXiv:1710.07032} } @inproceedings{Rintanen:1999, author = "Rintanen, J.", year = 1999, title = "Improvements to the Evaluation of Quantified {B}oolean Formulae", booktitle = ijcai99, _address = ijcai99-ad, _pages = "1192--1197", _publisher = "Morgan Kaufmann" } @inproceedings{Rintanen:2007, author = {J. Rintanen}, title = {Asymptotically optimal encodings of conformant planning in {QBF}}, booktitle = aaai07, _pages = {1045--1050}, year = 2007 } @article{Rintanen:2012, author = {Jussi Rintanen}, title = {Planning as satisfiability: {Heuristics}}, journal = aij, volume = {193}, pages = {45--86}, year = {2012}, _url = {https://doi.org/10.1016/j.artint.2012.08.001}, doi = {10.1016/j.artint.2012.08.001}, timestamp = {Sat, 27 May 2017 14:24:42 +0200}, _biburl = {http://dblp.org/rec/bib/journals/ai/Rintanen12}, bibsource = {dblp computer science bibliography, http://dblp.org} } @inproceedings{Rintanen:2016, author = {Jussi Rintanen}, year = {2016}, title = {Computational Complexity in Automated Planning and Scheduling}, booktitle = icaps16} } @book{Ripley:1996, author = {Brian D. Ripley}, title = {Pattern Recognition and Neural Networks}, publisher = {Cambridge University Press}, _address = cambridge-ad, year = 1996 } @article{Rissanen:1984, author = "Rissanen, J.", title = "Universal coding, information, prediction, and estimation", year = 1984, journal = "IEEE Transactions on Information Theory", volume = "IT-30", _number = 4, pages = "629--636" } @book{Rissanen:2007, author = {Jorma Rissanen}, title = {Information and Complexity in Statistical Modeling}, publisher = {Springer}, year = 2007 } @article{Rivest:1987, author = "Rivest, R.", year = "1987", title = "Learning decision lists", journal = ml, volume = "2", _number = "3", pages = "229--246" } @article{Robbins:1952, author = "Robbins, H.", year = "1952", title = "Some aspects of the sequential design of experiments", journal = "Bulletin of the American Mathematical Society", volume = "58", pages = "527--535" } @article{Robbins+Monro:1951, title={A Stochastic Approximation Method}, author={Herbert Robbins and Sutton Monro}, year={1951}, journal={Annals of Mathematical Statistics}, volume={22}, _number ={3}, pages={400--407} } @techreport{Roberts:1963, author = "Roberts, L. G.", year = "1963", title = "Machine perception of three-dimensional solids", institution = "MIT Lincoln Laboratory", city = "Cambridge", type = "Technical Report", _number = "315", month = may } @article{Robertson+Seymour:1986, author = "Robertson, N. and Seymour, P. D.", year = "1986", title = "Graph minors. {II}. {A}lgorithmic aspects of tree-width", journal = "J.\ Algorithms", volume = "7", _number = "3", pages = "309--322" } @article{Robertson+SparckJones:1976, author = "Robertson, S. E. and Sparck Jones, K.", year = "1976", title = "Relevance weighting of search terms", journal = "J.\ American Society for Information Science", volume = "27", pages = "129--146" } @article{Robins:1986, title={A new approach to causal inference in mortality studies with a sustained exposure period: {A}pplication to control of the healthy worker survivor effect}, author={James Robins}, journal={Mathematical Modelling}, year={1986}, volume={7}, _issue={9--12}, pages={1393--1512}, } @book{Robinson+Voronkov:2001, editor = {A. Robinson and A. Voronkov}, title = {Handbook of Automated Reasoning}, publisher = {Elsevier}, year = 2001 } @article{Robinson:1965, author = "Robinson, J. A.", year = "1965", title = "A~machine-oriented logic based on the resolution principle", journal = jacm, volume = "12", pages = "23--41" } @article{Robinson:2002, title={Computer Scientists Find Unexpected Depths In Airfare Search Problem}, author={Sara Robinson}, journal={SIAM News}, volume={35}, number ={6}, year={2002} } @book{Roche+Schabes:1997, editor = {Emmanuel Roche and Yves Schabes}, title = {Finite-State Language Processing}, publisher = {Bradford Books}, _address = {Cambridge}, year = 1997 } @book{Rock:1984, author = "Rock, Irvin", year = "1984", title = "Perception", publisher = freeman, _address = freeman-ad } @article{Rokicki+al:2014, title={The diameter of the {Rubik's Cube} group is twenty}, author={Rokicki, Tomas and Kociemba, Herbert and Davidson, Morley and Dethridge, John}, journal={SIAM Review}, volume={56}, _number ={4}, pages={645--670}, year={2014}, publisher={SIAM} } @article{Rolf:2006, author = {Daniel Rolf}, title = {Improved Bound for the {PPSZ/Sch{\"{o}}ning}-Algorithm for {3-SAT}}, journal = {Journal on Satisfiability, Boolean Modeling and Computation}, volume = {1}, _number = {2}, pages = {111--122}, year = {2006}, _url = {jsat.ewi.tudelft.nl/content/volume1/JSAT1_5_Rolf.pdf}, } @misc{Rolnick+al:2019, title={Tackling Climate Change with Machine Learning}, author={David Rolnick and Priya L. Donti and Lynn H. Kaack and others}, _author={and Kelly Kochanski and Alexandre Lacoste and Kris Sankaran and Andrew Slavin Ross and Nikola Milojevic-Dupont and Natasha Jaques and Anna Waldman-Brown and Alexandra Luccioni and Tegan Maharaj and Evan D. Sherwin and S. Karthik Mukkavilli and Konrad P. Kording and Carla Gomes and Andrew Y. Ng and Demis Hassabis and John C. Platt and Felix Creutzig and Jennifer Chayes and Yoshua Bengio}, year={2019}, howpublished={arXiv:1906.05433}, } @inproceedings{Rolnick+Tegmark:2018, title={The power of deeper networks for expressing natural functions}, author={David Rolnick and Max Tegmark}, booktitle=iclr18, year={2018} } @article{Romanovskii:1962, author = "Romanovskii, I.", year = "1962", title = "Reduction of a game with complete memory to a matrix game", journal = "Soviet Mathematics", volume = "3", pages = "678--681" } @InProceedings{Ros+al:2016, author = {Ros, German and Sellart, Laura and Materzynska, Joanna and Vazquez, David and Lopez, Antonio M.}, title = {The {SYNTHIA} Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes}, booktitle = cvpr16, month = {June}, year = {2016} } @techreport{Rosenblatt:1957, author = "Rosenblatt, Frank", year = "1957", title = "The perceptron: {A}~perceiving and recognizing automaton", institution = "Project PARA, Cornell Aeronautical Laboratory", _address = "Ithaca, New York", type = "Report", _number = "85-460-1", month = jan } @techreport{Rosenblatt:1960, author = "Rosenblatt, Frank", year = "1960", title = "On the convergence of reinforcement procedures in simple perceptrons", institution = "Cornell Aeronautical Laboratory", _address = "Ithaca, New York", type = "Report", _number = "VG-1196-G-4", month = feb } @book{Rosenblatt:1962, author = "Rosenblatt, Frank", year = "1962", title = "Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms", publisher = spartan, _address = spartan-ad } @article{Rosenblatt:1956, author = "Murray Rosenblatt", year = "1956", title = "Remarks on some nonparametric estimates of a density function", journal = "Annals of Mathematical Statistics", volume = "27", pages = "832--837" } @article{Rosenblueth+al:1943, author = "Rosenblueth, A. and Wiener, N. and Bigelow, J.", year = "1943", title = "Behavior, purpose, and teleology", journal = "Philosophy of Science", volume = "10", pages = "18--24" } @book{Rosenschein+Zlotkin:1994, author = {Rosenschein, Jeffrey S. and Zlotkin, Gilad}, title = {Rules of Encounter}, publisher = {MIT Press}, _address = mit-ad, year = 1994 } @article{Rosenschein:1985, author = "Rosenschein, Stanley J.", year = "1985", title = "Formal theories of knowledge in {AI} and robotics", journal = "New Generation Computing", volume = "3", _number = "4", pages = "345-357" } @book{Doctorow+Stross:2012, title={The Rapture of the Nerds: A Tale of the Singularity, Posthumanity, and Awkward Social Situations}, author={Doctorow, Cory and Stross, Charles}, year={2012}, publisher={Tor Books} } @book{Ross:2015, author = "Ross, Sheldon", year = "2015", title = "A First Course in Probability", publisher = pearson, _address = pearson-ad, edition = "9th" } @inproceedings{Ross+al:2011, title={A reduction of imitation learning and structured prediction to no-regret online learning}, author={Ross, St{\'e}phane and Gordon, Geoffrey and Bagnell, Drew}, booktitle=aistats11, _pages ={627--635}, year={2011} } @book{Rossi+al:2006, author = {F. Rossi and P. van Beek and T. Walsh}, title = {Handbook of Constraint Processing}, publisher = {Elsevier}, year = 2006 } @article{Roth:1996, title={On the hardness of approximate reasoning}, author={Dan Roth}, journal=aij, year={1996}, volume={82}, _issue={1--2}, pages={273--302}, } @techreport{Roussel:1975, author = "Roussel, Philippe", year = "1975", title = "Prolog: Manual de r{\'e}f{\'e}rence et d'utilization", institution = "Groupe d'Intelligence Artificielle, Universit{\'e} d'Aix-Marseille" } @phdthesis{Rowat79a, author = {Rowat, P. F.}, title = {Representing the Spatial Experience and Solving Spatial Problems in a Simulated Robot Environment}, year = {1979}, school = {University of British Columbia}, _address = {Vancouver, BC, Canada} } @article{Roweis+Ghahramani:1999, author = "Roweis, S. T. and Ghahramani, Z.", year = "1999", title = "A Unifying Review of Linear {G}aussian Models", journal = nc, volume = "11", _number = "2", pages = "305--345" } @article{Rowley+al:1998, author = "H.A. Rowley and S. Baluja and T. Kanade", year = "1998", title = "Neural network-based face detection", journal = pami, volume = 20, pages = "23--38" } @article{Roy04A, AUTHOR = {Roy, N. and Gordon, G. and Thrun, S.}, TITLE = {Finding Approximate {POMDP} Solutions Through Belief Compression}, JOURNAL = jair, YEAR = {2005}, VOLUME = {23}, PAGES = {1--40} } @article{Rubin:1974, title={Estimating causal effects of treatments in randomized and nonrandomized studies}, author={Rubin, D.}, journal={Journal of Educational Psychology}, year={1974}, volume={66}, pages={688--701}, } @incollection{Rubin:1988, author = "Rubin, D.", year = "1988", title = "Using the {SIR} algorithm to simulate posterior distributions", booktitle = "Bayesian Statistics 3", editor = "J. M. Bernardo and M. H. de Groot and D. V. Lindley and A. F. M. Smith", publisher = oxford, _address = oxford-ad, _pages = "395--402" } @ARTICLE{Rubinstein:1982, author = {Ariel Rubinstein}, title = {Perfect equilibrium in a bargaining model}, journal = {Econometrica}, year = {1982}, volume = {50}, _number = {1}, pages = "97--109" } @article{Rubinstein:2003, title={Economics and psychology? {The} case of hyperbolic discounting}, author={Rubinstein, Ariel}, journal={International Economic Review}, volume={44}, _number ={4}, pages={1207--1216}, year={2003}, publisher={Wiley Online Library} } @misc{Howard+Ruder:2018, title = {Fine-tuned Language Models for Text Classification}, author = {Jeremy Howard and Sebastian Ruder}, year = {2018}, howpublished = {arXiv:1801.06146} } @inproceedings{Ruder+al:2019, title={Transfer Learning in Natural Language Processing}, author={Ruder, Sebastian and Peters, Matthew E and Swayamdipta, Swabha and Wolf, Thomas}, booktitle=coling19, _pages ={15--18}, year={2019} } @article{Rumelhart+al:1986a, author = "Rumelhart, David E. and Hinton, Geoffrey E. and Williams, Ronald J.", year = "1986", title = "Learning representations by back-propagating errors", journal = "Nature", volume = "323", pages = "533--536", note = "" } @book{Rumelhart+McClelland:1986, editor = pdp-ed, year = "1986", title = pdp, publisher = pdp-pub, _address = pdp-ad } @techreport{Rummery+Niranjan:1994, author = {Gavin A. Rummery and Mahesan Niranjan}, title = {On-line {$Q$}-learning Using Connectionist Systems}, institution = {Cambridge University Engineering Department}, year = 1994, _number = {CUED/F-INFENG/TR 166}, month = sep } @article{Ruspini+al:1992, author = "Ruspini, E. H. and Lowrance, J. D. and Strat, T. M.", year = "1992", title = "Understanding evidential reasoning", journal = ijar, volume = "6", _number = "3", pages = "401--424" } @article{Russakovsky+al:2015, Author = {Olga Russakovsky and Jia Deng and Hao Su and Jonathan Krause and Sanjeev Satheesh and Sean Ma and Zhiheng Huang and Andrej Karpathy and Aditya Khosla and Michael Bernstein and Alexander C. Berg and Li Fei-Fei}, Title = {{ImageNet} large scale visual recognition challenge}, Year = {2015}, journal = ijcv, doi = {10.1007/s11263-015-0816-y}, volume={115}, _number ={3}, pages={211-252} } @inproceedings{Murthy+Russell:1990, author = {Chetan Murthy and James R. Russell }, title = {A Constructive Proof of {H}igman's Lemma }, booktitle = lics90, _pages = {257--269}, year = 1990 } @techreport{Russell:1985, author = "Russell, Stuart J.", year = "1985", title = "The compleat guide to {MRS}", institution = "Computer Science Department, Stanford University", type = "Report", _number = "STAN-CS-85-1080" } @inproceedings{Russell:1992, author = "Russell, Stuart J.", year = "1992", title = "Efficient memory-bounded search methods", booktitle = ecai92, _address = "Vienna", _publisher = wiley, month = "3--7 August", _pages = "1--5" } @article{Huang+Russell:1998, author = "Tim Huang and Stuart J. Russell", year = "1998", title = "Object Identification: {A} {B}ayesian Analysis with Application to Traffic Surveillance", journal = aij, volume = 103, pages = "1--17" } @inproceedings{Russell:1999b, author = "Stuart J. Russell", year = "1999", title = "Expressive probability models in science", booktitle = "Proc.\ Second International Conference on Discovery Science", _address = "Tokyo, Japan", _publisher = "Springer Verlag", month = dec } @book{Russell:2019, author={Stuart J. Russell}, title={Human Compatible}, publisher={Penguin}, year={2019}} @inproceedings{Russell+al:1995, author = "Russell, Stuart J. and Binder, John and Koller, Daphne and Kanazawa, Keiji", year = "1995", title = "Local learning in probabilistic networks with hidden variables", booktitle = ijcai95, _address = ijcai95-ad, _publisher = ijcai95-pub, month = ijcai95-mon, _pages = "1146-52" } @book{Russell+Norvig:2003, author = "Russell, Stuart J. and Norvig, Peter", year = "2003", title = "Artificial Intelligence: {A} Modern Approach", edition = "2nd", publisher = prentice, _address = prentice-ad } @article{Russell+Subramanian:1995, author = "Russell, Stuart J. and Subramanian, Devika", year = "1995", title = "Provably bounded-optimal agents", journal = jair, volume = "3", month = may, pages = "575--609" } @inproceedings{Russell+Wefald:1989, author = "Russell, Stuart J. and Wefald, Eric H.", year = "1989", title = "On optimal game-tree search using rational meta-reasoning", booktitle = ijcai89, _address = ijcai89-ad, _publisher = ijcai89-pub, month = ijcai89-mon, _pages = "334--340" } @book{Russell+Wefald:1991, author = "Russell, Stuart J. and Wefald, Eric H.", year = "1991", title = "Do the Right Thing: Studies in Limited Rationality", publisher = mit, _address = mit-ad } @inproceedings{Russell+Wolfe:2005, author = {Stuart J. Russell and Jason Wolfe}, title = {Efficient belief-state {AND}-{OR} search, with applications to {K}riegspiel}, booktitle = ijcai05, _pages = {278--285}, year = 2005 } @inproceedings{Russell+Zimdars:2003, author = "Stuart J. Russell and Andrew Zimdars", year = "2003", title = "Q-Decomposition of Reinforcement Learning Agents", booktitle = icml03 } @book{Rustagi:1976, title = "Variational Methods in Statistics", author = "Rustagi, Jagdish S.", year = "1976", publisher = academic, _address = academic-ad } @inproceedings{Saad+Mansinghka:2017, author = "Saad, F. and Mansinghka, V. K.", year = "2017", title = "A Probabilistic Programming Approach To Probabilistic Data Analysis", booktitle = nips29 } @inproceedings{Sabin+Freuder:1994, author = "Sabin, D. and Freuder, E. C.", year = "1994", title = "Contradicting conventional wisdom in constraint satisfaction", booktitle = ecai94, _address = "Amsterdam", _publisher = wiley, _pages = "125--129" } @misc{Sabri:2015, title = {Automated Verification Of Role-Based Access Control Policies Constraints Using {Prover9}}, author = {Khair Eddin Sabri}, year = {2015}, howpublished = {arXiv:1503.07645} } @article{Sacerdoti:1974, author = "Sacerdoti, E. D.", year = "1974", title = "Planning in a hierarchy of abstraction spaces", journal = aij, volume = "5", _number = "2", pages = "115--135" } @inproceedings{Sacerdoti:1975, author = "Sacerdoti, E. D.", year = "1975", title = "The nonlinear nature of plans", booktitle = ijcai75, _address = ijcai75-ad, _publisher = ijcai75-pub, month = ijcai75-mon, _pages = "206--214" } @book{Sacerdoti:1977, author = "Sacerdoti, E. D.", year = "1977", title = "A Structure for Plans and Behavior", publisher = elsevier, _address = elsevier-ad } @misc{sadeghi2016cad2rl, title={{CAD2RL}: {Real} single-image flight without a single real image}, author={Sadeghi, Fereshteh and Levine, Sergey}, year={2016}, howpublished={arXiv:1611.04201} } @inproceedings{sadigh2016planning, title={Planning for autonomous cars that leverage effects on human actions.}, author={Sadigh, Dorsa and Sastry, Shankar and Seshia, Sanjit A and Dragan, Anca D}, booktitle={Proc. Robotics: Science and Systems}, _volume={2}, year={2016}, _organization={Ann Arbor, MI, USA} } @book{Sadler+Regan:2019, title={Game Changer}, author = {Matthew Sadler and Natasha Regan}, year={2019}, publisher={New in Chess}, } @inproceedings{Sadri+Kowalski:1995, author = "Fariba Sadri and Kowalski, R.", title = "Variants of the Event Calculus", booktitle = iclp95, _pages = "67-81", year = "1995" } @inproceedings{Sagae+Lavie:2006, title={A best-first probabilistic shift-reduce parser}, author={Sagae, Kenji and Lavie, Alon}, booktitle=coling06, _pages={691--698}, year={2006}, _organization={Association for Computational Linguistics} } @inproceedings{Sahami+al:1996, author = "Mehran Sahami and Marti A. Hearst and Eric Saund", title = "Applying the Multiple Cause Mixture Model to Text Categorization", booktitle = icml96, _publisher = "Morgan Kaufmann Publishers", _address = "Bari, Italy", _editor = "Lorenza Saitta", _pages = "435--443", year = "1996" } @Article{Sahin+al:2009, author = {Ned T. Sahin and Steven Pinker and Sydney S. Cash and Donald Schomer and Eric Halgren}, title = {Sequential Processing of Lexical, Grammatical, and Phonological Information Within {B}roca's Area}, journal = {Science}, year = 2009, volume = 326, _number = 5291, pages = {445--449} } @article{Sakuta+Iida:2002, author = {M. Sakuta and H. Iida}, title = {{{AND}/{OR}}-tree Search for Solving Problems with Uncertainty: A Case Study Using Screen-shogi Problems}, journal = {Trans. Inf. Proc. Society of Japan}, year = 2002, volume = 43, pages = "1--10", _number = 01 } @article{Salomaa:1969, author = {A. Salomaa}, title = {Probabilistic and weighted grammars}, journal = {Information and Control}, year = 1969, volume = 15, pages = {529--544} } @inproceedings{Samadi+al:2008, title={Learning from Multiple Heuristics.}, author={Samadi, Mehdi and Felner, Ariel and Schaeffer, Jonathan}, booktitle=aaai08, _pages={357--362}, year={2008} } @book{Samet:2006, title={Foundations of Multidimensional and Metric Data Structures}, author={Samet, Hanan}, year={2006}, publisher=MK } @inproceedings{Sammut+al:1992, author = "Sammut, C. and Hurst, S. and Kedzier, D. and Michie, D.", year = "1992", title = "Learning to fly", booktitle = icml92, _address = icml92-ad, _publisher = icml92-pub, month = icml92-mon } @article{Samuel:1959, author = "Samuel, Arthur", year = "1959", title = "Some studies in machine learning using the game of checkers", journal = ibmjrd, volume = "3", _number = "3", pages = "210--229" } @article{Samuel:1967, author = "Samuel, Arthur", year = "1967", title = "Some studies in machine learning using the game of checkers~{II}---{R}ecent progress", journal = ibmjrd, volume = "11", _number = "6", pages = "601--617" } @misc{Sanchezlengeling+al:2019, title={Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules}, author={Benjamin Sanchez-Lengeling and Jennifer N. Wei and Brian K. Lee and Richard C. Gerkin and Alán Aspuru-Guzik and Alexander B. Wiltschko}, year={2019}, howpublished={arXiv:1910.10685}, } @incollection{sandholm:99a, author = "T. Sandholm", title = "Distributed Rational Decision Making", _pages = {201--258}, booktitle = "Multiagent Systems", editor = "G. Wei{\ss}", publisher = MITP, year = 1999 } @article{sandholm:99b, author = "Sandholm, T. and Larson, K. and Andersson, M. and Shehory, O. and Tohm{\'e}, F.", title = "Coalition Structure Generation with Worst Case Guarantees", journal = aij, volume = 111, _number = "1--2", pages = "209-238", year = 1999 } @inproceedings{sandholm:93a, author = "Tuomas Sandholm", title = "An Implementation of the Contract Net Protocol Based on Marginal Cost Calculations", booktitle = AAAI93, _pages = {256--262}, year=1993 } @inproceedings{Sang+al:2005, title={Performing {B}ayesian inference by weighted model counting}, author={Tian Sang and Paul Beame and Henry Kautz}, booktitle=aaai05, year=2005 } @book{Sapir:1921, title={Language: An Introduction to the Study of Speech}, author={Sapir, Edward}, year={1921}, publisher=harcourt } @article{Sarawagi:2007, author = {Sunita Sarawagi}, title = {Information Extraction}, journal = {Foundations and Trends in Databases}, year = 2007, volume = 1, _number = 3, pages = {261--377} } @article{Sargent:1978, author = "Sargent, T. J.", year = "1978", title = "Estimation of dynamic labor demand schedules under rational expectations", journal = "J.\ Political Economy", volume = 86, _number = 6, pages = "1009-1044" } @book{Sartre:1960, author = "Sartre, Jean-Paul", year = "1960", title = "Critique de la Raison dialectique", publisher = "Editions Gallimard", } @article{Satia+Lave:1973, author = "J. K. Satia and R. E. Lave", year = "1973", title = "Markovian decision processes with probabilistic observation of states", journal = "Management Science", volume = "20", _number = "1", pages = "1--13" } @inproceedings{Sato+Kameya:1997, author = "Sato, T. and Kameya, Y.", year = "1997", title = "{PRISM}: {A} symbolic-statistical modeling language", booktitle = ijcai97, _address = ijcai97-ad, _publisher = ijcai97-pub, month = ijcai97-mon, _pages = "1330--1335" } @article{Saul+al:1996, author = "L. K. Saul and T. Jaakkola and M. I. Jordan", year = "1996", title = "Mean field theory for sigmoid belief networks", journal = jair, volume = "4", pages = "61--76" } @inproceedings{Saunders+al:2018, title={Trial without error: Towards safe reinforcement learning via human intervention}, author={Saunders, William and Sastry, Girish and Stuhlm{\"u}ller, Andreas and Evans, Owain}, booktitle=aamas18, _pages={2067--2069}, year={2018}, _organization={International Foundation for Autonomous Agents and Multiagent Systems} } @book{Savage:1954, author = "Savage, Leonard J.", year = "1954", title = "The Foundations of Statistics", publisher = wiley, _address = wiley-ad } @misc{Savva+al:2019, title = {Habitat: {A} Platform for Embodied {AI} Research}, author = {Manolis Savva and Abhishek Kadian and Oleksandr Maksymets and Yili Zhao and Erik Wijmans and Bhavana Jain and Julian Straub and Jia Liu and Vladlen Koltun and Jitendra Malik and Devi Parikh and Dhruv Batra}, year = {2019}, howpublished = {arXiv:1904.01201} } @misc{Sayre:1993, author = "Sayre, Kenneth", year = "1993", title = "Three more flaws in the computational model", month = apr, howpublished = "Paper presented at the APA (Central Division) Annual Conference, Chicago, Illinois." } @book{Schaeffer:2008, author = "Jonathan Schaeffer", title = "One Jump Ahead: Computer Perfection at Checkers", year = "2008", publisher = springer, editin = "2nd" } @article{Schaeffer+al:2007, author = {Jonathan Schaeffer and Neil Burch and Yngvi Bjornsson and Akihiro Kishimoto and Martin M{\"u}ller and Robert Lake and Paul Lu and Steve Sutphen}, title = {Checkers is Solved}, journal = {Science}, year = 2007, volume = 317, pages = {1518--1522}, month = {Sept.} } @book{Schank+Abelson:1977, author = "Roger C Schank and Robert P Abelson", title = "Scripts, Plans, Goals, and Understanding", publisher = lea, _address = lea-ad, year = 1977 } @book{Schank+Riesbeck:1981, author = "Roger C. Schank and Chris Riesbeck", title = "Inside Computer Understanding: Five Programs Plus Miniatures", publisher = lea, _address = lea-ad, year = 1981 } @article{Schapire+Singer:2000, author = {R. E. Schapire and Yoram Singer}, title = {BoosTexter: A boosting-based system for text categorization}, journal = ml, year = 2000, volume = 39, _number = {2/3}, pages = {135--168} } @article{Schapire:1990, author = "Robert E. Schapire", title = "The strength of weak learnability", year = "1990", journal = ml, volume = 5, _number = 2, pages = "197--227" } @incollection{Schapire:2003, author = {Robert E. Schapire}, title = {The boosting approach to machine learning: An overview}, booktitle = {Nonlinear Estimation and Classification}, publisher = {Springer}, year = 2003, editor = {D. D. Denison and M. H. Hansen and C. Holmes and B. Mallick and B. Yu} } @book{Scharre:2018, title={Army of None}, author={Scharre, P}, year={2018}, publisher=norton } @inproceedings{schmid96b, author = {C. Schmid and R. Mohr}, title = {Combining Greyvalue Invariants with Local Constraints for Object Recognition}, page = {872--877}, year = {1996}, booktitle = cvpr96 } @article{Schmidhuber:2015, title={Deep learning in neural networks: {An} overview}, author={Schmidhuber, J{\"u}rgen}, journal={Neural Networks}, volume={61}, pages={85--117}, year={2015}, publisher={Elsevier} } @inproceedings{Schofield+Thielscher:2015, author = {Michael Schofield and Michael Thielscher}, year = {2015}, title = {Lifting Model Sampling for General Game Playing to Incomplete-Information Models}, booktitle = aaai15 } @book{Scholkopf+Smola:2002, author = "Bernhard Sch{\"o}lkopf and Alexander J. Smola", title = "Learning with Kernels", year = "2002", publisher = mit, _address = mit-ad } @inproceedings{Schoening:1999, author = "Sch{\"o}ning, T.", year = "1999", title = "A probabilistic algorithm for k-{SAT} and constraint satisfaction problems", booktitle = focs99, _address = "New York", _publisher = ieeecs, _pages = "410--414" } @article{Schoppers:1989, author = "Schoppers, Marcel J.", year = "1989", title = "In defense of reaction plans as caches", journal = aimag, volume = "10", _number = "4", pages = "51--60" } @inproceedings{Schraudolph+al:1994, title={Temporal difference learning of position evaluation in the game of {Go}}, author={Schraudolph, Nicol N and Dayan, Peter and Sejnowski, Terrence}, booktitle=nips6, _pages={817--824}, year={1994} } @misc{Schrittwieser+al:2019, title={Mastering {Atari}, {Go}, Chess and Shogi by Planning with a Learned Model}, author={Julian Schrittwieser and Ioannis Antonoglou and Thomas Hubert and Karen Simonyan and Laurent Sifre and Simon Schmitt and Arthur Guez and Edward Lockhart and Demis Hassabis and Thore Graepel and Timothy Lillicrap and David Silver}, year={2019}, howpublished={arXiv:1911.08265}, } @book{Schroeder:1877, author = "Schr{\"o}der, Ernst", year = "1877", title = "Der Operationskreis des Logikkalk{\"u}ls", publisher = teubner, address = teubner-ad } @inproceedings{schulman2013finding, title={Finding Locally Optimal, Collision-Free Trajectories with Sequential Convex Optimization.}, author={Schulman, John and Ho, Jonathan and Lee, Alex X and Awwal, Ibrahim and Bradlow, Henry and Abbeel, Pieter}, booktitle={Proc. Robotics: Science and Systems}, _volume={9}, _pages={1--10}, year={2013}, } @inproceedings{schulman2015trust, title={Trust region policy optimization}, author={Schulman, John and Levine, Sergey and Abbeel, Pieter and Jordan, Michael I. and Moritz, Philipp}, booktitle=icml15, _pages={1889--1897}, year={2015} } @inproceedings{Schulman+al:2015, author = "John Schulman and Sergey Levine and Philipp Moritz and Michael Jordan and Pieter Abbeel", year = "2015", title = "Trust Region Policy Optimization", booktitle = icml15 } @article{Schultz+al:1997, author = "W. Schultz and P. Dayan and P. R. Montague", year = "1997", title = "A neural substrate of prediction and reward", journal = "Science", volume = " 275", pages = "1593" } @article{Schulz+al:2003, author = "Dirk Schulz and Wolfram Burgard and Dieter Fox and Armin B. Cremers", year = "2003", title = "People Tracking with Mobile Robots Using Sample-Based Joint Probabilistic Data Association Filters", journal = ijrr, volume = "22", _number = "2", pages = "99--116" } @inproceedings{Schulz:2004, author = {S. Schulz}, title = {{System Description: E~0.81}}, booktitle = ijcar, _editor = {D. Basin and M. Rusinowitch}, volume = {3097}, series = {LNAI}, year = {2004}, _publisher = {Springer}, _pages = {223--228} } @InProceedings{Schulz:2013, author = {Stephan Schulz}, title = {{System description: E~1.8}}, booktitle = {Proc.\ Int. Conf. on Logic for Programming Artificial Intelligence and Reasoning}, _pages = {735-743}, year = {2013}, _editor = {Ken McMillan and Aart Middeldorp and Andrei Voronkov}, _volume = {8312}, _series = {LNCS}, _publisher = {Springer}, } @phdthesis{Schuetze:1995, author = {Hinrich Sch\"{u}tze}, title = {Ambiguity in Language Learning: Computational and Cognitive Models}, school = {Stanford University}, year = 1995, note = {Also published by CSLI Press, 1997} } @book{Schwartz87a, author = {Schwartz, J. T. and Scharir, M. and Hopcroft, J.}, title = {Planning, Geometry and Complexity of Robot Motion}, publisher = ablex, year = {1987}, _address = {Norwood, NJ} } @book{Schwartz:1977, editor = {S. P. Schwartz}, title = {Naming, Necessity, and Natural Kinds}, publisher = {Cornell University Press}, _address = cornell-ad, year = 1977 } @incollection{Scott+Krauss:1966, author = "D. Scott and P. Krauss", year = "1966", title = "Assigning probabilities to logical formulas", booktitle = "Aspects of Inductive Logic", editor = "Jaakko Hintikka and Patrick Suppes", publisher = "North-Holland", _address = "Amsterdam" } @article{Searle:1980, author = "Searle, John R.", year = "1980", title = "Minds, brains, and programs", journal = bbs, volume = "3", pages = "417--457" } @article{Searle:1990, author = {John R. Searle}, title = {Is the Brain's Mind a Computer Program?}, journal = {Scientific American}, year = 1990, volume = 262, pages = {26--31} } @book{Searle:1992, author = "Searle, John R.", year = "1992", title = "The Rediscovery of the Mind", publisher = mit, _address = mit-ad } @book{Sedgewick+Wayne:2011, title={Algorithms}, author={Sedgewick, Robert and Wayne, Kevin}, year={2011}, publisher=AW } @inproceedings{sefidgar2017situated, title={Situated tangible robot programming}, author={Sefidgar, Yasaman S and Agarwal, Prerna and Cakmak, Maya}, booktitle=hri17, _pages={473--482}, year={2017}, _organization={IEEE} } @book{Segaran:2007, author = {Toby Segaran}, title = {Programming Collective Intelligence: Building Smart Web 2.0 Applications }, publisher = {O'Reilly}, year = 2007 } @misc{Seipp+Roger:2018, title={Fast downward stone soup 2018}, author={Seipp, Jendrik and R{\"o}ger, Gabriele}, howpublished = "IPC 2018 Classical Track", year={2018} } @inproceedings{Seipp+al:2015, author = {Jendrik Seipp and Silvan Sievers and Malte Helmert and Frank Hutter}, title = {Automatic Configuration of Sequential Planning Portfolios}, booktitle = aaai15, _pages = {3364--3370}, year = {2015}, } @incollection{Selman+al:1996, author = "B. Selman and H. Kautz and B. Cohen", title = "Local search strategies for satisfiability testing", booktitle = "Cliques, Coloring, and Satisfiability", editor = "David S. Johnson and Michael A. Trick", year = "1996", _pages = "521--532", publisher = ams, _address = ams-ad } @article{Selman+Levesque:1993, author = "Selman, B. and Levesque, H. J.", year = "1993", title = "The complexity of path-based defeasible inheritance", journal = aij, volume = "62", _number = "2", month = aug, pages = "303--339" } @inproceedings{Selman+al:1992, author = "Selman, B. and Levesque, H. J. and Mitchell, D.", year = "1992", title = "A new method for solving hard satisfiability problems", booktitle = aaai92, _address = aaai92-ad, _publisher = aaai92-pub, month = aaai92-mon, _pages = "440--446" } @article{Seni+Elder:2010, title={Ensemble methods in data mining: {Improving} accuracy through combining predictions}, author={Seni, Giovanni and Elder, John F}, journal={Synthesis Lectures on Data Mining and Knowledge Discovery}, volume={2}, _number ={1}, pages={1--126}, year={2010}, publisher={Morgan \& Claypool} } @inproceedings{Seo+al:2017, title={Bidirectional attention flow for machine comprehension}, author={Seo, Minjoon and Kembhavi, Aniruddha and Farhadi, Ali and Hajishirzi, Hannaneh}, booktitle=iclr17, year={2017} } @article{Shachter:1986, author = "Shachter, R. D.", year = "1986", title = "Evaluating influence diagrams", journal = "Operations Research", volume = "34", pages = "871--882" } @inproceedings{Shachter:1998, author = "Shachter, R. D.", year = "1998", title = "Bayes-ball: {T}he rational pastime (for determining irrelevance and requisite information in belief networks and influence diagrams)", booktitle = uai98, _address = uai98-ad, _publisher = uai98-pub, month = uai98-mon, _pages = "480--487" } @inproceedings{Shachter+al:1990, author = "Shachter, R. D. and D'Ambrosio, B. and Del Favero, B. A.", year = "1990", title = "Symbolic probabilistic inference in belief networks", booktitle = aaai90, _address = aaai90-ad, _publisher = aaai90-pub, month = aaai90-mon, _pages = "126--131" } @article{Shachter+Kenley:1989, author = "Shachter, R. D. and Kenley, C. R.", year = "1989", title = "Gaussian influence diagrams", journal = "Management Science", volume = "35", _number = "5", pages = "527--550" } @inproceedings{Shachter+Peot:1989, author = "Shachter, R. D. and Peot, M.", year = "1989", title = "Simulation approaches to general probabilistic inference on belief networks", booktitle = uai98, _address = "Windsor, Ontario", _publisher = morgan } @book{Shafer:1976, author = "Shafer, Glenn", year = "1976", title = "A~Mathematical Theory of Evidence", publisher = princeton, _address = princeton-ad } @book{Shanahan:1997, author = {Murray Shanahan}, title = {Solving the Frame Problem}, publisher = {MIT Press}, _address = mit-ad, year = 1997 } @incollection{Shanahan:1999b, author = "Murray Shanahan", title = "The Event Calculus Explained", booktitle = "Artificial Intelligence Today", editor = "M. J. Wooldridge and M. Veloso", _pages = "409-430", year = "1999", publisher = springer, _address = springer-ad } @book{Shanahan:2015, title={The Technological Singularity}, author={Shanahan, Murray}, year={2015}, publisher=mitp } @article{Shani+al:2013, author = "G Shani and J Pineau and R Kaplow", year = "2013", title = "A survey of point-based {POMDP} solvers", journal = "Autonomous Agents and Multi-Agent Systems", volume = "27", pages = "1--51" } @phdthesis{Shankar:1986, author = "Shankar, Natarajan", year = "1986", title = "Proof-Checking Metamathematics", school = "Computer Science Department, University of Texas at Austin" } @book{Shannon+Weaver:1949, author = "Shannon, C. E. and Weaver, W.", year = "1949", title = "The Mathematical Theory of Communication", publisher = illinois, _address = illinois-ad } @article{Shannon:1950, author = "Shannon, Claude E.", year = "1950", title = "Programming a computer for playing chess", journal = "Philosophical Magazine", volume = "41", _number = "314", pages = "256--275" } @incollection{shapley:53a, AUTHOR = {L. S. Shapley}, BOOKTITLE = {Contributions to the Theory of Games}, TITLE = {A Value for {$n$}-person Games}, EDITOR = {H.~W.~Kuhn and A.~W. Tucker}, _PAGES = {307--317}, PUBLISHER = {Princeton University Press}, YEAR = {1953}, } @article{Shapley:1953, author = {S. Shapley}, title = {Stochastic Games}, journal = pnas, pages = {1095--1100}, year = 1953, volume = 39 } @article{Sharan+Moir:2016, title={An overview of applications and advancements in automatic sound recognition}, author={Sharan, Roneel V and Moir, Tom J}, journal={Neurocomputing}, volume={200}, pages={22--34}, year={2016}, publisher={Elsevier} } @INPROCEEDINGS{Shatkay97a, AUTHOR = {Shatkay, H and Kaelbling, L. P.}, TITLE = {Learning Topological Maps with Weak Local Odometric Information}, YEAR = {1997}, BOOKTITLE = ijcai97 } @misc{Shazeer+al:2017, title = {Outrageously Large Neural Networks: {The} Sparsely-Gated Mixture-of-Experts Layer}, author = {Noam Shazeer and Azalia Mirhoseini and Krzysztof Maziarz and Andy Davis and Quoc V. Le and Geoffrey E. Hinton and Jeff Dean}, year = {2017}, howpublished = {arXiv:1701.06538} } @book{Shelley:1818, author = {Mary Shelley}, title = {Frankenstein: {O}r, the Modern Prometheus}, publisher = {Pickering and Chatto}, city = {London, UK}, year = 1818 } @article{Sheppard:2002, author = {Brian Sheppard}, title = {World-championship-caliber Scrabble}, journal = aij, year = 2002, volume = 134, _number = {1--2}, pages = {241--275} } @article{Shi+Malik:2000, author = {J. Shi and Malik, J.}, title = {Normalized Cuts and Image Segmentation}, journal = pami, volume = 22, _number = 8, pages = {888-905}, month = {August}, year = 2000 } @article{Shieber:1994, author = {Stuart Shieber}, title = {Lessons from a restricted {T}uring test}, journal = cacm, year = 1994, volume = 37, pages = {70--78} } @book{Shieber:2004, editor = {Stuart Shieber}, title = {The Turing Test}, publisher = {MIT Press}, year = 2004 } @article{Shimony:1994, title={Finding {MAPs} for belief networks is {NP}-hard}, author={Shimony, Solomon Eyal}, journal=aij, volume={68}, _number ={2}, pages={399--410}, year={1994}, publisher=elsevier } @article{Shoham:1993, author = "Shoham, Yoav", year = "1993", title = "Agent-oriented programming", journal = aij, volume = "60", _number = "1", pages = "51--92" } @book{Shoham:1994, author = "Shoham, Yoav", title = "Artificial Intelligence Techniques in Prolog", year = 1994, publisher = morgan, _address = morgan-ad } @book{Shoham+Leyton-Brown:2009, author = {Yoav Shoham and Kevin Leyton-Brown}, title = {Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations}, publisher = {Cambridge Univ. Press}, year = 2009 } @inproceedings{Shoham+al:2004, author = {Yoav Shoham and Rob Powers and Trond Grenager}, title = {If multi-agent learning is the answer, what is the question?}, booktitle = {Proc.\ {AAAI} Fall Symposium on Artificial Multi-Agent Learning}, year = 2004 } @book{Shortliffe:1976, author = "Shortliffe, E. H.", year = "1976", title = "Computer-Based Medical Consultations: {MYCIN}", publisher = elsevier, _address = elsevier-ad } @book{Siciliano+Khatib:2016, title={Springer Handbook of Robotics}, editor={Siciliano, Bruno and Khatib, Oussama}, year={2016}, edition={2nd}, publisher=springer } @book{Sigaud+Buffet:2010, author = "Olivier Sigaud and Olivier Buffet", year = "2010", title = "Markov Decision Processes in Artificial Intelligence", publisher = wiley } @book{Sigmund:2017, title = {Exact Thinking in Demented Times}, year = {2017}, author = {Karl Sigmund}, publisher =basic } @article{Silberstein+al:2013, author = "Mark Silberstein and Omer Weissbrod and Lars Otten and Anna Tzemach and Andrei Anisenia and Oren Shtark and Dvir Tuberg and Eddie Galfrin and Irena Gannon and Adel Shalata and Zvi U. Borochowitz and Rina Dechter and Elizabeth Thompson and Dan Geiger", year = "2013", title = "A system for exact and approximate genetic linkage analysis of {SNP} data in large pedigrees", journal = "Bioinformatics", volume = "29", pages = "197--205" } @inproceedings{Silva+al:2015, title={Towards table tennis with a quadrotor autonomous learning robot and onboard vision}, author={Silva, Rui and Melo, Francisco S and Veloso, Manuela}, booktitle=iros15, _pages={649--655}, year={2015}, _organization={IEEE} } @inproceedings{Silver+Veness:2011, author = "D Silver and J Veness", year = "2011", title = "Monte-{C}arlo planning in large {POMDPs}", booktitle = nips23 } @article{Silver+al:2016, author = {David Silver and Aja Huang and Chris J. Maddison and Arthur Guez and Demis Hassabis}, _authors_omitted = {above}, title = {Mastering the game of {Go} with deep neural networks and tree search}, journal = {Nature}, volume = {529}, _number = {7587}, pages = {484--489}, year = {2016}, _url = {doi.org/10.1038/nature16961}, doi = {10.1038/nature16961}, _biburl = {dblp.org/rec/bib/journals/nature/SilverHMGSDSAPL16}, } @article{Silver+al:2018, title={A general reinforcement learning algorithm that masters chess, shogi, and {Go} through self-play}, author={Silver, David and Hubert, Thomas and Schrittwieser, Julian and Antonoglou, Ioannis and Lai, Matthew and Guez, Arthur and Lanctot, Marc and Sifre, Laurent and Kumaran, Dharshan and Graepel, Thore and others}, journal={Science}, volume={362}, _number ={6419}, pages={1140--1144}, year={2018}, publisher={American Association for the Advancement of Science} } @article{Silver+al:2017b, author = {David Silver and Julian Schrittwieser and Karen Simonyan and Ioannis Antonoglou and Aja Huang and Arthur Guez and Thomas Hubert and Lucas Baker and Matthew Lai and Adrian Bolton and Yutian Chen and Timothy Lillicrap and Fan Hui and Laurent Sifre and George van den Driessche and Thore Graepel and Demis Hassabis}, title = {Mastering the game of {Go} without human knowledge}, journal = {Nature}, volume = {550}, pages = {354--359}, year = {2017}, } @book{Silverman:1986, author = "B. W. Silverman", year = "1986", title = "Density Estimation for Statistics and Data Analysis", publisher = chapman } @techreport{Silverstein+al:1998, author = {Craig Silverstein and Monika Henzinger and Hannes Marais and Michael Moricz}, title = {Analysis of a Very Large {AltaVista} Query Log}, institution = {Digital Systems Research Center}, year = 1998, _number = {1998-014}, month = {October} } @inproceedings{Simmons95a, author = {Simmons, R. and Koenig, S.}, title = {Probabilistic Robot Navigation in Partially Observable Environments}, booktitle = ijcai95, year = {1995}, _organization = {IJCAI, Inc.}, _address = {Montreal, Canada}, month = {August}, _pages = {1080--1087} } @book{Simon:2006, title = "Optimal State Estimation: {K}alman, {H} Infinity, and Nonlinear Approaches", author = "Dan Simon", year = "2006", publisher = wiley, _address = wiley-ad } @book{Simon:1947, author = "Simon, Herbert A.", year = "1947", title = "Administrative Behavior", publisher = macmillan, _address = "New York" } @article{Simon:1963, author = "Simon, Herbert A.", year = "1963", title = "Experiments with a heuristic compiler", journal = jacm, volume = "10", month = oct, pages = "493--506" } @article{Simon+Newell:1958, author = "Simon, Herbert A. and Newell, Allen", year = "1958", title = "Heuristic problem solving: {T}he next advance in operations research", journal = "Operations Research", volume = "6", pages = "1--10" } @article{Simon+Dubois:1989, author = "J. C. Simon and O. Dubois", title = "Number of solutions to satisfiability instances---{A}pplications to knowledge bases", year = 1989, journal = aij, volume = 3, pages = "53--65" } @inproceedings{Simonis:2005, author = {Simonis, H.}, title = {Sudoku as a constraint problem}, booktitle = {{CP-05} Workshop on Modeling and Reformulating Constraint Satisfaction Problems}, _pages = {13--27}, year = 2005 } @book{Singer:2009, author = {P. W. Singer}, title = {Wired for War}, publisher = {Penguin Press}, year = 2009 } @inproceedings{Singh+al:2002, author = {Push Singh and Thomas Lin and Erik T. Mueller and Grace Lim and Travell Perkins and Wan Li Zhu}, title = {Open Mind Common Sense: Knowledge acquisition from the general public}, booktitle = {Proc.\ First International Conference on Ontologies, Databases, and Applications of Semantics for Large Scale Information Systems}, year = 2002 } @article{sisbot2007human, title={A human aware mobile robot motion planner}, author={Sisbot, Emrah Akin and Marin-Urias, Luis F and Alami, Rachid and Simeon, Thierry}, journal={IEEE Transactions on Robotics}, volume={23}, _number ={5}, pages={874--883}, year={2007}, publisher={IEEE} } @misc{Siskind+Pearlmutter:2016, title={Efficient Implementation of a Higher-Order Language with Built-In {AD}}, author={Jeffrey Mark Siskind and Barak A. Pearlmutter}, year={2016}, howpublished={arXiv:1611.03416} } @article{Sistla+Godefroid:2004, author = {A. Prasad Sistla and Patrice Godefroid}, title = {Symmetry and reduced symmetry in model checking}, journal = {{ACM} Trans. Program. Lang. Syst.}, volume = {26}, _number = {4}, pages = {702--734}, year = {2004}, _url = {doi.acm.org/10.1145/1011508.1011511}, _doi = {10.1145/1011508.1011511}, _timestamp = {Thu, 26 Aug 2004 13:57:43 +0200}, _biburl = {dblp.org/rec/bib/journals/toplas/SistlaG04}, _bibsource = {dblp computer science bibliography, dblp.org} } @article{Sittler:1964, author = "Robert W. Sittler", year = "1964", title = "An optimal data association problem in surveillance theory", journal = "IEEE Transactions on Military Electronics", volume = "8", _number = "2", pages = "125--139" } @article{Skolem:1920, author = "Skolem, Thoralf", year = "1920", title = "Logisch-kombinatorische {U}ntersuchungen {\"u}ber die {E}rf{\"u}llbarkeit oder {B}eweisbarkeit mathematischer {S}{\"a}tze nebst einem {T}heoreme {\"u}ber die dichte {M}engen", journal = "Videnskapsselskapets skrifter, I. Matematisk-naturvidenskabelig klasse", volume = "4", pages = "1-36" } @article{Skolem:1928, author = "Skolem, Thoralf", year = "1928", title = "{\"U}ber die mathematische {L}ogik", journal = "Norsk matematisk tidsskrift", volume = "10", pages = "125--142" } @article{Slagle:1963, author = "Slagle, J. R.", year = "1963", title = "A~heuristic program that solves symbolic integration problems in freshman calculus", journal = jacm, volume = "10", _number = "4" } @incollection{Slate+Atkin:1977, author = "Slate, David J. and Atkin, Lawrence R.", year = "1977", title = "{CHESS}~4.5--- {N}orthwestern {U}niversity chess program", editor = "Frey, Peter W.", booktitle = "Chess Skill in Man and Machine", publisher = springer, _address = springer-ad, _pages = "82--118" } @inproceedings{Slater:1950, author = "Slater, Eliot", year = "1950", title = "Statistics for the chess computer and the factor of mobility", booktitle = "Symposium on Information Theory", organization = "Ministry of Supply", _address = "London", _pages = "150--152" } @book{Slocum+Sonneveld:2006, author = "Jerry Slocum and Dic Sonneveld", year = "2006", title = "The 15 Puzzle", publisher = "Slocum Puzzle Foundation", _address = "Beverly Hills, California" } @article{Smallwood+Sondik:1973, author = "Smallwood, R. D. and Sondik, E. J.", year = "1973", title = "The optimal control of partially observable {M}arkov processes over a finite horizon", journal = "Operations Research", volume = "21", pages = "1071--1088" } @incollection{Smith:2004, author = {Barry Smith}, title = {Ontology}, booktitle = {The Blackwell Guide to the Philosophy of Computing and Information}, _pages = {155--166}, publisher = {Wiley-Blackwell}, year = 2004, editor = {Luciano Floridi} } @article{Smith+al:2007, title={The {OBO Foundry: Coordinated} evolution of ontologies to support biomedical data integration}, author={Smith, Barry and Ashburner, Michael and Rosse, Cornelius and others}, journal={Nature Biotechnology}, volume={25}, _number ={11}, pages={1251--1255}, year={2007}, publisher={Nature Publishing Group} } @article{Smith+al:1986, author = "Smith, D. E. and Genesereth, M. R. and Ginsberg, M. L.", year = "1986", title = "Controlling recursive inference", journal = aij, volume = "30", _number = "3", month = dec, pages = "343--389" } @inproceedings{Smith+Eisner:2008, author = {David A. Smith and Jason Eisner}, title = {Dependency parsing by Belief Propagation}, booktitle = {EMNLP-08}, _pages = {145--156}, year = 2008 } @inproceedings{Smith+Weld:1998, year = 1998, title = "Conformant {G}raphplan", author = "David E. Smith and Daniel S. Weld", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, _pages = "889--896" } @book{Smith:1988, author = {J. Q. Smith}, title = {Decision Analysis}, publisher = {Chapman and Hall}, _address = chapman-ad, year = 1988 } @article{Smith+Winkler:2006, author = {James E. Smith and Robert L. Winkler}, title = {The Optimizer's Curse: Skepticism and Postdecision Surprise in Decision Analysis}, journal = {Management Science}, year = 2006, volume = 52, _number = 3, pages = {311--322} } @book{Smith:1982, author = {John Maynard Smith}, title = {Evolution and the Theory of Games}, publisher = {Cambridge University Press}, year = 1982 } @book{Smith+Szathmary:1999, author = "John Maynard Smith and E{\"o}rs Szathm{\'a}ry", title = "The {O}rigins of {L}ife: {F}rom the {B}irth of {L}ife to the {O}rigin of {L}anguage", year = "1999", publisher = oxford, _address = oxford-ad } @techreport{Smith+al:2004, author = {Michael K. Smith and Chris Welty and Deborah McGuinness}, title = {{OWL} Web Ontology Language Guide}, institution = {W3C}, year = 2004 } @book{smith:80a, author = "Smith, R. G.", title = "A Framework for Distributed Problem Solving", publisher = {UMI Research Press}, year = 1980 } @article{Smith86a, title = {On the Representation and Estimation of Spatial Uncertainty}, author = {Smith, Randall C. and Cheeseman, Peter}, journal = {Int.\ J.\ Robotics Research}, year = {1986}, volume = {5}, _number = {4}, pages = {56--68} } @inproceedings{Smith+al:1998, author = "Stephen J. J. Smith and Dana S. Nau and Thomas A. Throop", year = 1998, title = "Success in Spades: Using {AI} Planning Techniques to Win the World Championship of Computer Bridge", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, _pages = "1079--1086" } @article{Smith:1956, author = "W. E. Smith", year = "1956", title = "Various optimizers for single-stage production", journal = "Naval Research Logistics Quarterly", volume = "3", pages = "59--66" } @article{Smolensky:1988, author = "Smolensky, Paul", year = "1988", title = "On the proper treatment of connectionism", journal = bbs, volume = "2", pages = "1--74" } @techreport{Smolensky+Prince:1993, title={Optimality Theory: {Constraint} interaction in generative grammar}, author={Smolensky, Paul and Prince, A}, year = 1993, institution = "Department of Computer Science, University of Colorado at Boulder" } @book{Smullyan:1995, author = "Smullyan, R. M.", year = "1995", title = "First-Order Logic", publisher = "Dover" } @article{Smyth+al:1997, author = "Smyth, P. and Heckerman, D. and Jordan, M. I.", year = "1997", title = "Probabilistic Independence Networks for Hidden {M}arkov Probability Models", journal = nc, volume = 9, _number = 2, pages = "227--269" } @inproceedings{Snoek+al:2012, title={Practical {Bayesian} optimization of machine learning algorithms}, author={Snoek, Jasper and Larochelle, Hugo and Adams, Ryan P}, booktitle=nips25, _pages={2951--2959}, year={2013} } @article{Solomonoff:1964, author = "Solomonoff, R. J.", year = "1964", title = "A~formal theory of inductive inference", journal = "Information and Control", volume = "7", pages = "1--22, 224--254" } @incollection{Solomonoff:2009, author = {Ray J. Solomonoff}, title = {Algorithmic Probability--Theory and Applications}, booktitle = {Information Theory and Statitical Learning}, publisher = {Springer}, year = 2009, editor = {F. Emmert-Streib and M. Dehmer} } @phdthesis{Sondik:1971, author = "Sondik, E. J.", year = "1971", title = "The Optimal Control of Partially Observable {M}arkov Decision Processes", school = "Stanford University", _address = "Stanford, California" } @article{Sosic+Gu:1994, author = "Rok Sosic and Jun Gu", title = "Efficient Local Search with Conflict Minimization: A Case Study of the n-Queens Problem", journal = "IEEE Transactions on Knowledge and Data Engineering", volume = "6", _number = "5", pages = "661-668", year = "1994" } @book{Sowa:1999, author = {John Sowa}, title = {Knowledge Representation: Logical, Philosophical, and Computational Foundations}, publisher = {Blackwell}, _address = blackwell-ad, year = 1999 } @article{Spaan+Vlassis:2005, author = "Matthijs T. J. Spaan and Nikos Vlassis", year = "2005", title = "Perseus: {R}andomized point-based value iteration for {POMDP}s", journal = jair, volume = "24", pages = "195--220" } @article{Sparrow:2004, title={The {Turing} triage test}, author={Sparrow, Robert}, journal={Ethics and Information Technology}, volume={6}, _number ={4}, pages={203--213}, year={2004}, publisher={Springer} } @article{Spiegelhalter+al:1993, author = "Spiegelhalter, D. J. and Dawid, A. P. and Lauritzen, S. and Cowell, R.", year = "1993", title = "Bayesian analysis in expert systems", journal = "Statistical Science", volume = "8", pages = "219--282" } @book{Spirtes+al:1993, author = "Spirtes, Peter and Glymour, Clark and Scheines, Richard", year = "1993", title = "Causation, Prediction, and Search", publisher = springer, _address = springer-ad } @inproceedings{Spitkovsky+al:2010, title={From baby steps to leapfrog: How less is more in unsupervised dependency parsing}, author={Spitkovsky, Valentin I and Alshawi, Hiyan and Jurafsky, Daniel}, booktitle={NAACL HLT}, _pages={751--759}, year={2010}, _organization={Association for Computational Linguistics} } @inproceedings{Spitkovsky+al:2010b, title={Profiting from mark-up: Hyper-text annotations for guided parsing}, author={Spitkovsky, Valentin I and Jurafsky, Daniel and Alshawi, Hiyan}, booktitle=acl10, _pages={1278--1287}, year={2010}, _organization={Association for Computational Linguistics} } @article{Srivas+Bickford:1990, author = "Srivas, M. and Bickford, M.", year = "1990", title = "Formal verification of a pipelined microprocessor", journal = "IEEE Software", volume = "7", _number = "5", month = sep, pages = "52--64" } @article{Srivastava14, author = {Nitish Srivastava and Geoffrey E. Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov}, title = {Dropout: {A} Simple Way to Prevent Neural Networks from Overfitting}, journal = jmlr, year = {2014}, volume = {15}, pages = {1929-1958}, } @inproceedings{Srivastava+al:2014, author = "Siddharth Srivastava and Stuart J. Russell and Paul Ruan", year = "2014", title = "First-Order Open-Universe {POMDPs}", booktitle = uai14 } @book{Staab:2004, author = {Steffen Staab}, title = {Handbook on Ontologies}, publisher = {Springer}, year = 2004 } @article{Stallman+Sussman:1977, author = "Stallman, R. M. and Sussman, G. J.", year = "1977", title = "Forward reasoning and dependency-directed backtracking in a system for computer-aided circuit analysis", journal = aij, volume = "9", _number = "2", pages = "135--196" } @article{Stanfill+Waltz:1986, author = "Stanfill, C. and Waltz, D.", year = "1986", title = "Toward memory-based reasoning", journal = cacm, volume = "29", _number = "12", month = dec, pages = "1213--1228", note = "" } @inproceedings{Stanislawska+al:2015, title={Genetic programming for estimation of heat flux between the atmosphere and sea ice in polar regions}, author={Stanislawska, Karolina and Krawiec, Krzysztof and Vihma, Timo}, booktitle=gecco15, _pages={1279--1286}, year={2015}, _organization={ACM} } @book{Stefik:1995, author = {Mark Stefik}, title = {Introduction to Knowledge Systems}, publisher = {Morgan Kaufmann}, _address = morgan-ad, year = 1995 } @article{Steiner+al:2018, title={Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer}, author={Steiner, David F. and MacDonald, Robert and Liu, Yun and Truszkowski, Peter and Hipp, Jason D. and Gammage, Christopher and Thng, Florence and Peng, Lily and Stumpe, Martin C}, year={2018}, volume={42}, journal={Am. J. Surgical Pathology}, pages="1636--1646" } @incollection{Steinruecken+al:2019, title = {The {A}utomatic {S}tatistician}, author = {Christian Steinruecken and Emma Smith and David Janz and James Lloyd and Zoubin Ghahramani}, year = {2019}, booktitle = {Automated Machine Learning}, editor = {Frank Hutter and Lars Kotthoff and Joaquin Vanschoren}, publisher = {Springer}, } @inproceedings{Stergiou+Walsh:1999, author = {Kostas Stergiou and Toby Walsh}, title = {The Difference All-Difference Makes}, booktitle = ijcai99, year = {1999}, isbn = {1-55860-613-0}, _pages = {414--419}, _publisher = morgan, _address = morgan-ad } @article{Stickel:1992, author = {M. E. Stickel}, title = {A {Prolog} technology theorem prover: a new exposition and implementation in {Prolog}}, journal = {Theoretical Computer Science}, year = 1992, volume = 104, pages = {109--128} } @article{Stiller:1992, author = "Stiller, Lewis", title = "{KQNKRR}", year = "1992", journal = "J.\ International Computer Chess Association", volume = 15, _number = 1, pages = "16--18" } @incollection{Stiller:1995, author = "Lewis Stiller", title = "Multilinear Algebra and Chess Endgames", booktitle = "Games of No Chance, {MSRI}, 29, 1996.", editor = "R. J. Nowakowski", year = "1996", publisher = "Mathematical Sciences Research Institute", _url = "{citeseer.ist.psu.edu/article/stiller95multilinear.html}" } @article{Stockman:1979, author = "Stockman, G.", year = "1979", title = "A~minimax algorithm better than alpha--beta?", journal = aij, volume = "12", _number = "2", pages = "179--196" } @inproceedings{Stoffel+al:1997, author = {Kilian Stoffel and Merwyn Taylor and Jim Hendler}, title = {Efficient Management of Very Large Ontologies}, booktitle = aaai97, year = {1997}, _pages = {442--447}, _publisher = {AAAI/MIT Press} } @article{Stone:1974, author = {M. Stone}, title = {Cross-validatory choice and assessment of statistical predictions}, journal = royalstats, year = 1974, volume = 36, pages = {111--133} } @book{Stone:2000, year = 2000, author = "Peter Stone", title = "Layered Learning in Multi-Agent Systems: A Winning Approach to Robotic Soccer", publisher = "MIT Press", _address = mit-ad } @incollection{Stone:2003, author = {Peter Stone}, title = {Multiagent Competitions and Research: Lessons from {RoboCup} and {TAC}}, booktitle = {{RoboCup}-2002: Robot Soccer World Cup {VI}}, _pages = {224--237}, publisher = {Springer Verlag}, year = 2003, editor = {Pedro U. Lima and Paul Rojas} } @inproceedings{Stone:2016, title={What's hot at {RoboCup}}, author={Stone, Peter}, booktitle=aaai16, year={2016} } @techreport{Stone+al:2016, title={Artificial intelligence and life in 2030}, author={Stone, Peter and Brooks, Rodney A. and Brynjolfsson, Erik and Calo, Ryan and Etzioni, Oren and Hager, Greg and Hirschberg, Julia and Kalyanakrishnan, Shivaram and Kamar, Ece and Kraus, Sarit and others}, institution={Stanford University One Hundred Year Study on Artificial Intelligence: Report of the 2015-2016 Study Panel}, year={2016} } @inproceedings{Stone+al:2009, author = {Peter Stone and Gal Kaminka and Jeffrey S. Rosenschein}, title = {Leading a best-response teammate in an ad hoc team}, booktitle = {{AAMAS} Workshop in Agent Mediated Electronic Commerce}, year = 2009 } @article{Stone+al:2005, author = "Peter Stone and Richard S. Sutton and G. Kuhlmann", year = "2005", title = "Reinforcement learning for robocup soccer keepaway", journal = "Adaptive Behavior", volume = "13", pages = "165--188" } @article{Storvik:2002, title={Particle filters for state-space models with the presence of unknown static parameters}, author={Storvik, Geir}, journal={IEEE Transactions on Signal Processing}, volume={50}, _number ={2}, pages={281--289}, year={2002}, publisher={IEEE} } @inproceedings{Strachey:1952, author = "Strachey, Christopher", year = "1952", title = "Logical or non-mathematical programmes", booktitle = "Proc.\ 1952 {ACM} National Meeting", _address = "Toronto, Canada", _month = sep, _pages = "46--49" } @article{Stratonovich:1959, author = "R. L. Stratonovich", year = "1959", title = "Optimum nonlinear systems which bring about a separation of a signal with constant parameters from noise", journal = "Radiofizika", volume = "2", _number = "6", pages = "892--901" } @article{Stratonovich:1965, author = {R. L. Stratonovich}, title = {On value of information}, journal = {Izvestiya of USSR Academy of Sciences, Technical Cybernetics}, year = 1965, volume = 5, pages = {3--12} } @article{Sturtevant+Bulitko:2016, title={Scrubbing during learning in real-time heuristic search}, author={Sturtevant, Nathan R and Bulitko, Vadim}, journal=jair, volume={57}, pages={307--343}, year={2016} } @inproceedings{Subramanian+Wang:1994, author = "Subramanian, Devika and Wang, Edward", year = "1994", title = "Constraint-based kinematic synthesis", booktitle = "Proc.\ International Conference on Qualitative Reasoning", _publisher = aaaip, _pages = "228--239", city = "Orcas Island" } @article{Suk+al:2010, title={Hand gesture recognition based on dynamic {Bayesian} network framework}, author={Heung-Il Suk and Bong-Kee Sin and Seong-Whan Lee}, journal={Pattern Recognition}, year={2010}, volume={43}, pages={3059-3072} } @misc{Sun+al:2019, title = {{ERNIE} 2.0: {A} Continual Pre-training Framework for Language Understanding}, author = {Yu Sun and Shuohuan Wang and Yukun Li and Shikun Feng and Hao Tian and Hua Wu and Haifeng Wang}, year = {2019}, howpublished = {arXiv:1907.12412} } @book{Sussman:1975, author = "Sussman, Gerald Jay", year = "1975", title = "A Computer Model of Skill Acquisition", publisher = elsevier, _address = elsevier-ad } @Article{Sutcliffe:2016, Author = "Sutcliffe, G.", Year = "2016", Title = "{The CADE ATP system competition - CASC}", Journal = aimag, Volume = "37", _Number = "2", Pages = "99-101", Comment = "TPTPCite" } @article{Sutcliffe+Suttner:1998, author = "Sutcliffe, G. and Suttner, C.B.", year = "1998", title = "{The TPTP Problem Library: CNF Release v1.2.1}", journal = jar, volume = "21", _number = "2", pages = "177-203" } @inproceedings{Sutcliffe+al:2006, author = {Geoff Sutcliffe and Stephan Schulz and Koen Claessen and Allen Van Gelder}, title = {Using the {TPTP} Language for Writing Derivations and Finite Interpretations}, booktitle = ijcar, year = {2006}, _pages = {67--81}, _publisher =springer } @inproceedings{Sutherland:1963, author = "Ivan Sutherland", year = "1963", title = "Sketchpad: {A} man-machine graphical communication system", booktitle = "Proc.\ Spring Joint Computer Conference", _publisher = "IFIPS", _pages = "329--346" } @misc{Sutskever+al:2014c, author = {Ilya Sutskever and Oriol Vinyals and Quoc V. Le}, title = {Sequence to Sequence Learning with Neural Networks}, howpublished = {arXiv:1409.3215}, year = {2014}, } @INCOLLECTION{Sutton+McCallum:2007, AUTHOR = {Charles Sutton and Andrew McCallum}, EDITOR = {Lise Getoor and Ben Taskar}, BOOKTITLE = {Introduction to Statistical Relational Learning}, TITLE = {An Introduction to Conditional Random Fields for Relational Learning}, PUBLISHER = mit, YEAR = 2007 } @article{Sutton:1988, author = "Sutton, R. S.", year = "1988", title = "Learning to predict by the methods of temporal differences", journal = ml, volume = "3", month = aug, pages = "9--44" } @inproceedings{Sutton+al:2000, author = "R. S. Sutton and McAllester, D. A. and S. Singh and Y. Mansour", title = "Policy Gradient Methods for Reinforcement Learning with Function Approximation", year = "2000", booktitle = nips12, _publisher = mit, _address = mit-ad, _pages = "1057--1063", _editor = "S. A. Solla and T. K. Leen and K.-R. M{\"u}ller" } @inproceedings{Sutton:1990, author = "Sutton, Richard S.", year = "1990", title = "Integrated architectures for learning, planning, and reacting based on approximating dynamic programming", booktitle = icml90, _address = icml90-ad, _publisher = icml90-pub, month = icml90-mon, _pages = "216--224" } @book{Sutton+Barto:2018, title = "Reinforcement Learning: {A}n Introduction", edition = "2nd", author = "Richard S. Sutton and Andrew G. Barto", year = "2018", publisher = mitp, _address = mit-ad } @book{Swade:2000, author = {Doron Swade}, title = {Difference Engine: Charles Babbage And The Quest To Build The First Computer}, publisher = {Diane Publishing Co.}, year = 2000 } @article{Sweeney:2000, title={Simple demographics often identify people uniquely}, author={Sweeney, Latanya}, journal={Health (San Francisco)}, volume={671}, pages={1--34}, year={2000} } @article{Sweeney:2002b, title={Achieving k-anonymity privacy protection using generalization and suppression}, author={Sweeney, Latanya}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, volume={10}, _number ={05}, pages={571--588}, year={2002}, publisher={World Scientific} } @article{Sweeney:2002b, title={Achieving k-anonymity privacy protection using generalization and suppression}, author={Sweeney, Latanya}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, volume={10}, _number ={05}, pages={571--588}, year={2002}, publisher={World Scientific} } @article{Swerling:1959, author = "Swerling, P.", year = "1959", title = "First order error propagation in a stagewise smoothing procedure for satellite observations", journal = "J.\ Astronautical Sciences", volume = "6", pages = "46--52" } @inproceedings{Swift+Warren:1994, author = "Swift, T. and Warren, D. S.", year = "1994", title = "Analysis of {{SLG}-{WAM}} evaluation of definite programs", booktitle = "Logic Programming: Proc.\ 1994 International Symposium", _publisher = mit, _address = "Ithaca, NY", _pages = "219--235" } @misc{Szegedy+al:2013, title={Intriguing properties of neural networks}, author={Christian Szegedy and Wojciech Zaremba and Ilya Sutskever and Joan Bruna and Dumitru Erhan and Ian Goodfellow and Rob Fergus}, year={2013}, howpublished={arXiv:1312.6199} } @book{Szeliski:2011, author={Richard Szeliski}, title={Computer Vision: Algorithms and Applications}, publisher=springer, year={2011}} @article{Szepesvari:2010, title={Algorithms for reinforcement learning}, author={Szepesvari, Csaba}, journal={Synthesis Lectures on Artificial Intelligence and Machine Learning}, volume={4}, _number ={1}, pages={1--103}, year={2010}, publisher={Morgan \& Claypool} } @InProceedings{Tadepalli+al:2004, author = {Prasad Tadepalli and Robert Givan and Kurt Driessens}, title = {Relational Reinforcement Learning: An Overview}, booktitle = icml04, year = 2004 } @article{Tait:1880, author = "Tait, P. G.", year = "1880", title = "Note on the theory of the ``15 Puzzle''", journal = "Proc.\ Royal Society of Edinburgh", volume = "10", pages = "664--665" } @inproceedings{Tamaki+Sato:1986, author = "Hisao Tamaki and Taisuke Sato", year = "1986", title = "{OLD} Resolution with Tabulation", booktitle = iclp86, _address = "London", _publisher = springer, _pages = "84--98" } @book{Tan+al:2019, author = {Pang{-}Ning Tan and Michael Steinbach and Anuj Karpatne and Vipin Kumar}, year = {2019}, title = {Introduction to Data Mining}, edition = {2nd}, publisher = pearson } @misc{Tang:2018, title={A quantum-inspired classical algorithm for recommendation systems}, author={Tang, Ewin}, year={2018}, howpublished={arXiv:1807.04271} } @article{Tarski:1935, author = "Tarski, Alfred", year = "1935", title = "Die {W}ahrheitsbegriff in den formalisierten {S}prachen", journal = "Studia Philosophica", volume = "1", pages = "261--405" } @book{Tarski:1941, author = {Alfred Tarski}, title = {Introduction to Logic and to the Methodology of Deductive Sciences}, publisher = {Dover}, year = 1941 } @book{Tarski:1956, author = "Tarski, Alfred", year = "1956", title = "Logic, Semantics, Metamathematics: Papers from 1923 to 1938", publisher = oxford, _address = oxford-ad } @inproceedings{Tash+Russell:1994, author = "Tash, Jonathan K. and Russell, Stuart J.", year = "1994", title = "Control strategies for a stochastic planner", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "1079--1085" } @misc{Tassa+al:2018, title={Deepmind control suite}, author={Tassa, Yuval and Doron, Yotam and Muldal, Alistair and Erez, Tom and Li, Yazhe and Casas, Diego de Las and Budden, David and Abdolmaleki, Abbas and Merel, Josh and Lefrancq, Andrew and others}, year={2018}, howpublished={arXiv:1801.00690} } @inproceedings{Tate:1975a, author = "Tate, A.", year = "1975", title = "Interacting goals and their use", booktitle = ijcai75, _address = ijcai75-ad, _publisher = ijcai75-pub, month = ijcai75-mon, _pages = "215--218" } @phdthesis{Tate:1975, author = "Tate, A.", year = "1975", title = "Using Goal Structure to Direct Search in a Problem Solver", school = "University of Edinburgh", _address = "Edinburgh, Scotland" } @inproceedings{Tate:1977, author = "Tate, A.", year = "1977", title = "Generating project networks", booktitle = ijcai77, _address = ijcai77-ad, _publisher = ijcai77-pub, month = ijcai77-mon, _pages = "888--893" } @inproceedings{Tate+Whiter:1984, author = "Tate, A. and Whiter, A. M.", year = "1984", title = "Planning with multiple resource constraints and an application to a naval planning problem", booktitle = "Proc.\ First Conference on {AI} Applications", _address = "Denver, Colorado", _pages = "410--416" } @article{Tatman+Shachter:1990, author = "Tatman, J. A. and Shachter, R. D.", year = "1990", title = "Dynamic programming and influence diagrams", journal = "IEEE Transactions on Systems, Man and Cybernetics", volume = "20", _number = "2", month = "March--April", pages = "365--379" } @book{Tattersall:1911, author = {C.E.C. Tattersall}, title = {A Thousand End-Games: A Collection of Chess Positions That Can be Won or Drawn by the Best Play}, publisher = {British Chess Magazine}, year = 1911 } @book{taylor:99, author = "A. D. Taylor and W. S. Zwicker", title = "Simple Games: Desirability Relations, Trading, Pseudoweightings", publisher = princeton, year = 1999 } @inproceedings{Taylor+al:2007, author = {Taylor, G. and Stensrud, B. and Eitelman, S. and Dunham, C}, title = {Towards Automating Airspace Management}, booktitle = {Proc.\ Computational Intelligence for Security and Defense Applications ({CISDA}) Conference}, _pages = {1--5}, year = 2007 } @book{Taylor:2009, title={Text-to-Speech Synthesis}, author={Taylor, Paul}, year={2009}, publisher=cambridge } @inproceedings{tedrake2004stochastic, title={Stochastic policy gradient reinforcement learning on a simple {3D} biped}, author={Tedrake, Russ and Zhang, Teresa Weirui and Seung, H Sebastian}, booktitle=iros04, _volume={3}, _pages={2849--2854}, year={2004}, _organization={IEEE} } @inproceedings{tellex2011understanding, title={Understanding natural language commands for robotic navigation and mobile manipulation}, author={Tellex, Stefanie and Kollar, Thomas and Dickerson, Steven and Walter, Matthew R and Banerjee, Ashis and Teller, Seth and Roy, Nicholas}, booktitle=aaai11, year={2011} } @incollection{Tenenbaum+al:2007, author = {J. B. Tenenbaum and T. L. Griffiths and S. Niyogi}, title = {Intuitive theories as grammars for causal inference}, booktitle = {Causal Learning: Psychology, Philosophy, and Computation}, publisher = oxford, year = {2007}, editor = {Gopnik, A. and Schulz, L.} } @inproceedings{Tesauro:1990, author = "Tesauro, G.", year = "1990", title = "Neurogammon: {A}~neural-network backgammon program", booktitle = ijcnn90, _address = "San Diego, California", month = "June 17--21", _pages = "33--39" } @article{Tesauro:1992, author = "Tesauro, G.", year = "1992", title = "Practical issues in temporal difference learning", journal = ml, volume = "8", _number = "3--4", month = may, pages = "257--277" } @article{Tesauro:1995, author = "Tesauro, G.", year = "1995", title = "Temporal difference learning and {{TD}-Gammon}", journal = cacm, volume = "38", _number = "3", pages = "58--68" } @inproceedings{Tesauro+Galperin:1997, title={On-line policy improvement using {M}onte-{C}arlo search}, author={Tesauro, Gerald and Galperin, Gregory R}, booktitle=nips9, _pages={1068--1074}, year={1997} } @book{Tetlock:2017, title={Expert Political Judgment: How Good Is It? How Can We Know?}, author={Tetlock, Philip E}, year={2017}, publisher=princeton } @inproceedings{Teyssier+Koller:2005, author = "M. Teyssier and D. Koller", year = "2005", title = "Ordering-based Search: A Simple and Effective Algorithm for Learning {B}ayesian Networks", booktitle = uai05, _pages = "584--590" } @book{Thaler:1992, author = {Thaler, Richard}, title = {The Winner's Curse: Paradoxes and Anomalies of Economic Life}, publisher = {Princeton University Press}, _address = princeton-ad, year = 1992 } @book{Thaler+Sunstein:2009, author = {Richard Thaler and Cass Sunstein}, title = {Nudge: Improving Decisions About Health, Wealth, and Happiness}, publisher = {Penguin}, year = 2009 } @inproceedings{Thayer+al:2011, author = {Jordan T. Thayer and Austin Dionne and Wheeler Ruml}, title = {Learning Inadmissible Heuristics During Search}, year = {2011}, booktitle = icaps11 } @inproceedings{Theocharous+al:2004, author = {Georgios Theocharous and Kevin Murphy and Leslie P. Kaelbling}, title = {Representing hierarchical {{POMDP}s} as {{DBN}s} for multi-scale robot localization }, booktitle = icra04, year = 2004 } @article{Thiele:1880, author = "Thorvold Thiele", year = "1880", title = "Om Anvendelse af mindste Kvadraters Methode i nogle Tilf{\ae}lde, hvor en Komplikation af visse Slags uensartede tilf{\ae}ldige Fejlkilder giver Fejlene en `systematisk' Karakter", journal = "Vidensk. Selsk. Skr. 5. Rk., naturvid. og mat. Afd.", volume = "12", pages = "381--408" } @article{Thielscher:1999, author = "Michael Thielscher", title = "From Situation Calculus to Fluent Calculus: State Update Axioms as a Solution to the Inferential Frame Problem", journal = aij, volume = "111", _number = "1--2", pages = "277--299", year = "1999" } @misc{Thomas+al:2017, title={On ensuring that intelligent machines are well-behaved}, author={Thomas, Philip S and da Silva, Bruno Castro and Barto, Andrew G and Brunskill, Emma}, year={2017}, howpublished={arXiv:1708.05448} } @article{thomaz2016computational, title={Computational human-robot interaction}, author={Thomaz, Andrea and Hoffman, Guy and Cakmak, Maya and others}, journal={Foundations and Trends in Robotics}, volume={4}, _number ={2-3}, pages={105--223}, year={2016}, publisher={Now Publishers, Inc.} } @article{Thompson:1986, author = {Ken Thompson}, title = {Retrograde Analysis of Certain Endgames}, journal = {J.\ International Computer Chess Association}, year = {1986}, volume = {9}, pages = {131--139} } @article{Thompson:1996, author = {Ken Thompson}, title = {6-Piece Endgames}, journal = {J.\ International Computer Chess Association}, volume = {19}, _number = {4}, year = {1996}, pages = {215--226} } @article{Thompson:1933, author = "William R. Thompson", year = "1933", title = "On the Likelihood that One Unknown Probability Exceeds Another in View of the Evidence of Two Samples", journal = "Biometrika", volume = "25", pages = "285--294" } @book{Thorndike:1911, title = {Animal Intelligence}, author = {Edward Thorndike}, year = {1911}, publisher =macmillan } @inproceedings{Thornton+al:2013, title={{Auto-WEKA}: Combined selection and hyperparameter optimization of classification algorithms}, author={Thornton, Chris and Hutter, Frank and Hoos, Holger H and Leyton-Brown, Kevin}, booktitle=kdd13, _pages={847--855}, year={2013}, _organization={ACM} } @BOOK{Thrun05a, AUTHOR = {Thrun, S. and Burgard, W. and Fox, D.}, TITLE = {Probabilistic Robotics}, PUBLISHER = mit, YEAR = {2005} } @ARTICLE{Thrun98c, AUTHOR = {S. Thrun and D. Fox and W. Burgard}, YEAR = {1998}, TITLE = {A Probabilistic Approach to Concurrent Mapping and Localization for Mobile Robots}, JOURNAL = ml, VOLUME = {31}, PAGES = {29--53} } @article{Thrun+al:2006, author = {Sebastian Thrun}, title = {Stanley, the robot that won the {DARPA} {Grand} {Challenge}}, journal = {J.\ Field Robotics}, year = 2006, volume = 23, _number = 9, pages = {661-692} } @book{Thrun+Pratt:2012, title={Learning to Learn}, author={Thrun, Sebastian and Pratt, Lorien}, year={2012}, publisher={Springer} } @article{Thurstone:1927, author = "Thurstone, L. L.", year = "1927", title = "A law of comparative judgment", journal = "Psychological Review", volume = "34", pages = "273--286" } @TechReport{tian:etal98, author = "Tian, J. and Paz, A. and Pearl, J.", title = "Finding a minimal $d$-separator", institution = "UCLA Department of Computer Science", year = 1998, _number = "R-254" } @article{Tikhonov:1963, author = {A. N. Tikhonov}, title = {Solution of incorrectly formulated problems and the regularization method}, journal = {Soviet Math. Dokl.}, pages = {1035--1038}, volume = "5", year = 1963 } @article{tipping1999probabilistic, title={Probabilistic principal component analysis}, author={Tipping, Michael E and Bishop, Christopher M}, journal=royalstats, volume={61}, _number ={3}, pages={611--622}, year={1999}, publisher={Wiley Online Library} } @book{Titterington+al:1985, author = "D. M. Titterington and A. F. M. Smith and U. E. Makov", year = "1985", title = "Statistical Analysis of Finite Mixture Distributions", publisher = wiley, _address = wiley-ad } @inproceedings{Toma:1977, title={{SYSTRAN} as a multilingual machine translation system}, author={Toma, Peter}, booktitle={Proc.\ Third European Congress on Information Systems and Networks: Overcoming the Language Barrier}, _pages={569--581}, year={1977} } @article{Tomasi+Kanade:1992, author = "Tomasi, C. and Kanade, T.", year = "1992", title = "Shape and motion from image streams under orthography: {A}~factorization method", journal = ijcv, volume = "9", pages = "137--154" } @book{Topol:2019b, title={Deep Medicine: {H}ow Artificial Intelligence Can Make Healthcare Human Again}, author={Eric Topol}, year={2019}, publisher=basic } @inproceedings{Torralba+al:2008, author = {A. Torralba and R. Fergus and Y. Weiss}, title = {Small codes and large image databases for recognition}, booktitle = cvpr, _pages = {1--8}, year = 2008 } @inproceedings{Torralba+al:2016, author = {A. Torralba and Carlos {Linares L{\'{o}}pez} and Daniel Borrajo}, title = {Abstraction Heuristics for Symbolic Bidirectional Search}, booktitle = ijcai16, _pages = {3272--3278}, year = {2016}, _url = {www.ijcai.org/Abstract/16/463}, _timestamp = {Fri, 15 Jul 2016 15:58:28 +0200}, _biburl = {dblp.org/rec/bib/conf/ijcai/TorralbaLB16}, _bibsource = {dblp computer science bibliography, dblp.org} } @inproceedings{Tramer+al:2016, title={Stealing Machine Learning Models via Prediction {APIs}.}, author={Tram{\`e}r, Florian and Zhang, Fan and Juels, Ari and Reiter, Michael K and Ristenpart, Thomas}, booktitle={USENIX Security Symposium}, _pages={601--618}, year={2016} } @inproceedings{Tran+al:2017, author = "Dustin Tran and Matthew Hoffman and Rif A. Saurous and Eugene Brevdo and Kevin Murphy and David M. Blei", year = "2017", title = "Deep probabilistic programming", booktitle = iclr17 } @book{Trappenberg:2010, title={Fundamentals of Computational Neuroscience}, author={Trappenberg, Thomas}, edition={2nd}, year={2010}, publisher=oxford } @book{Tsang:1993, author = "Tsang, E.", title = "Foundations of Constraint Satisfaction", year = "1993", publisher = academic, _address = academic-ad } @article{Tshitoyan+al:2019, title={Unsupervised word embeddings capture latent knowledge from materials science literature}, author={Tshitoyan, Vahe and Dagdelen, John and Weston, Leigh and Dunn, Alexander and Rong, Ziqin and Kononova, Olga and Persson, Kristin A and Ceder, Gerbrand and Jain, Anubhav}, journal={Nature}, volume={571}, _number ={7763}, pages={95}, year={2019}, publisher={Nature Publishing Group} } @article{Tsitsiklis+VanRoy:1997, author = "Tsitsiklis, John N. and Van Roy, Benjamin", year = "1997", title = "An analysis of temporal-difference learning with function approximation", journal = "IEEE Transactions on Automatic Control", volume = "42", _number = "5", pages = "674--690" } @book{Tukey:1977, author = {John W. Tukey}, title = {Exploratory Data Analysis}, _series = {Addison-Wesley series in behavioral science : quantitative methods}, publisher = AW, year = {1977}, _url = {www.worldcat.org/oclc/03058187}, _biburl = {dblp.org/rec/bib/books/lib/Tukey77}, } @inproceedings{Tumer+Wolpert:2000, author = "Tumer, Kagan and Wolpert, David", title = "Collective Intelligence and {Braess}' Paradox", booktitle = aaai00, _pages = "104--109", year = "2000" } @inproceedings{Turian+al:2010, title={Word representations: a simple and general method for semi-supervised learning}, author={Turian, Joseph and Ratinov, Lev and Bengio, Yoshua}, booktitle=acl10, year={2010}, _organization={Association for Computational Linguistics} } @article{Turing:1936, author = "Turing, A.", year = "1936", title = "On computable numbers, with an application to the {E}ntscheidungsproblem", journal = "Proc.\ London Mathematical Society, 2nd series", volume = "42", pages = "230--265" } @techreport{Turing:1948, author = {Turing, A.}, title = {Intelligent Machinery}, institution = {National Physical Laboratory}, year = 1948, note = {reprinted in (Ince, 1992) } } @article{Turing:1950, author = "Turing, A.", year = "1950", title = "Computing machinery and intelligence", journal = "Mind", volume = "59", pages = "433--460" } @incollection{Turing:1953, author = "Turing, A. and Strachey, C. and Bates, M. A. and Bowden, B. V.", year = "1953", title = "Digital computers applied to games", booktitle = "Faster than Thought", editor = "Bowden, B. V.", publisher = pitman, _address = pitman-ad, _pages = "286--310" } @misc{Turing:1947, author = {Alan Turing}, year = {1947}, title = {Lecture to the {London Mathematical Society} on 20 {February} 1947}} @article{Turing:1996, title={Intelligent machinery, a heretical theory}, author={Turing, Alan}, journal={Philosophia Mathematica}, note={Originally written c.~1951}, volume={4}, _number ={3}, pages={256--260}, year={1996}, publisher={OUP} } @incollection{Tversky+Kahneman:1982, author = "Amos Tversky and Daniel Kahneman", title = "Causal Schemata in Judgements under Uncertainty", editor = "Kahneman, Daniel and Slovic, Paul and Tversky, Amos", booktitle = "Judgement Under Uncertainty: Heuristics and Biases", publisher = cambridge, _address = cambridge-ad, year = "1982" } @article{Tygar:2011, title={Adversarial Machine Learning}, author={J. Doug Tygar}, journal={IEEE Internet Computing}, year={2011}, volume={15}, pages={4-6} } @article{Ullman:1985, author = "Ullman, J. D.", title = "Implementation of logical query languages for databases", journal = "{ACM} Transactions on Database Systems", year = 1985, volume = 10, _number = 3, pages = "289-321" } @book{Ullman:1979, author = "Ullman, Shimon", year = "1979", title = "The Interpretation of Visual Motion", publisher = mit, _address = mit-ad } @article{Urmson08a, author = "Chris Urmson and William Whittaker", year = "2008", title = "Self-Driving Cars and the {U}rban {C}hallenge", journal = "IEEE Intelligent Systems", volume = "23", _number = "2", pages = "66--68" } @article{Valiant:1984, author = "Valiant, L.", year = "1984", title = "A theory of the learnable", journal = cacm, volume = "27", pages = "1134--1142" } @article{Vallati+al:2015, author = {Mauro Vallati and Luk{\'{a}}s Chrpa and Diane E. Kitchin}, title = {Portfolio-based planning: {State} of the art, common practice and open challenges}, journal = {{AI} Commun.}, volume = {28}, number = {4}, pages = {717--733}, year = {2015}, _url = {doi.org/10.3233/AIC-150671}, doi = {10.3233/AIC-150671}, timestamp = {Wed, 14 Jun 2017 20:37:46 +0200}, _biburl = {dblp.org/rec/bib/journals/aicom/VallatiCK15}, bibsource = {dblp computer science bibliography, dblp.org} } @incollection{vanBeek:2006, author = {Peter van Beek}, editor = {F. Rossi and P. van Beek and T. Walsh}, booktitle = {Handbook of Constraint Programming}, title = {Backtracking Search Algorithms}, publisher = {Elsevier}, year = 2006 } @inproceedings{vanBeek+Chen:1999, author = {Peter van Beek and Xinguang Chen}, title = {{CP}lan: A Constraint Programming Approach to Planning}, booktitle = aaai99, _pages = {585--590}, year = 1999 } @article{vanBeek+Manchak:1996, author = {Peter van Beek and Dennis Manchak}, title = {The design and experimental analysis of algorithms for temporal reasoning}, journal = jair, year = 1996, volume = 4, pages = {1--18} } @book{vanBentham+terMeulen:1997, author = {Johan van Bentham and Alice ter Meulen}, title = {Handbook of Logic and Language}, publisher = {MIT Press}, year = 1997 } @inproceedings{Oord+al:2013, title = {Deep content-based music recommendation}, author = {van den Oord, Aaron and Dieleman, Sander and Schrauwen, Benjamin}, booktitle = nips26, year = {2014}, } @misc{Oord+al:2016, title = {Wave{N}et: {A} Generative Model for Raw Audio}, author = {A{\"{a}}ron van den Oord and Sander Dieleman and Heiga Zen and Karen Simonyan and Oriol Vinyals and Alex Graves and Nal Kalchbrenner and Andrew Senior and Koray Kavukcuoglu}, year = {2016}, howpublished = {arXiv:1609.03499} } @misc{vandenOord+al:2016, title={Pixel recurrent neural networks}, author={van den Oord, A\"aron and Kalchbrenner, Nal and Kavukcuoglu, Koray}, year={2016}, howpublished={arXiv:1601.06759}, } @book{vanHarmelen+al:2007, author = {Frank van Harmelen and Vladimir Lifschitz and Bruce Porter}, title = {The Handbook of Knowledge Representation}, publisher = {Elsevier}, year = 2007 } @book{VanHeijenoort:1967, editor = "van Heijenoort, Jean", year = "1967", title = "From Frege to G{\"o}del: A Source Book in Mathematical Logic, 1879--1931", publisher = harvard, _address = harvard-ad } @article{VanHentenryck+al:1998, author = "Van Hentenryck, P. and Saraswat, V. and Deville, Y.", year = "1998", title = "Design, implementation, and evaluation of the constraint language cc({FD})", journal = jlp, volume = "37", _number = "1--3", pages = "139-164" } @inproceedings{vanHoeve:2001, author = {William-Jan van Hoeve}, title = {The alldifferent constraint: a survey}, booktitle = {6th Annual Workshop of the {ERCIM} Working Group on Constraints}, year = 2001 } @incollection{vanHoeve+Katriel:2006, author = {William-Jan van Hoeve and Irit Katriel}, editor = {F. Rossi and P. van Beek and T. Walsh}, booktitle = {Handbook of Constraint Processing}, title = {Global Constraints}, publisher = {Elsevier}, year = 2006, _pages = {169--208} } @book{vanLambalgen+Hamm:2005, author = {Michiel van Lambalgen and Fritz Hamm}, title = {The Proper Treatment of Events}, publisher = {Wiley-Blackwell}, year = 2005 } @article{VanNunen:1976, author = "van Nunen, J. A. E. E.", title = "A set of successive approximation methods for discounted {M}arkovian decision problems", year = 1976, journal = "Zeitschrift fur Operations Research, Serie A", volume = 20, _number = 5, pages = "203--208" } @techreport{VanRoy:1990, author = "Van Roy, Peter Lodewijk", year = "1990", title = "Can logic programming execute as fast as imperative programming?", institution = "Computer Science Division, UC Berkeley", type = "Report", _number = "UCB/CSD 90/600" } @book{Vapnik:1998, title = "Statistical Learning Theory", author = "V. N. Vapnik", year = "1998", publisher = wiley, _address = wiley-ad } @article{Vapnik+Chervonenkis:1971, author = "Vapnik, V. N. and Chervonenkis, A. Y.", year = "1971", title = "On the uniform convergence of relative frequencies of events to their probabilities", journal = "Theory of Probability and Its Applications", volume = "16", pages = "264--280" } @incollection{Vardi:1996, title={An automata-theoretic approach to linear temporal logic}, author={Vardi, Moshe Y}, booktitle={Logics for Concurrency}, editor="Faron Moller and Graham Birtwistle", _pages={238--266}, year={1996}, publisher={Springer} } @inproceedings{Varian:1995, author = "Hal R. Varian", title = "Economic Mechanism Design for Computerized Agents", booktitle = "{USENIX} Workshop on Electronic Commerce", _pages = "13--21", year = "1995" } @misc{Vasilache+al:2014, title={Fast Convolutional Nets With fbfft: {A GPU} Performance Evaluation}, author={Nicolas Vasilache and Jeff Johnson and Micha{\"e}l Mathieu and Soumith Chintala and Serkan Piantino and Yann LeCun}, year={2014}, howpublished={arXiv:1412.7580}} @inproceedings{Vaswani+al:2017, title={Attention is all you need}, author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, Lukasz and Polosukhin, Illia}, booktitle=nips30, _pages ={5998--6008}, year={2018} } @inproceedings{Veach+Guibas:1995, title={Optimally combining sampling techniques for {M}onte {C}arlo rendering}, author={Eric Veach and Leonidas J Guibas}, booktitle={Proc.\ 22rd Annual Conference on Computer Graphics and Interactive Techniques ({SIGGRAPH})}, year={1995}, _pages={419--428}, } @book{Venkatesh:2012, author = "Venkatesh, Santosh", year = "2012", title = "The Theory of Probability: {E}xplorations and Applications", publisher = cambridge, _address = cambridge-ad } @article{Vere:1983, author = "Vere, Stephen A.", year = "1983", title = "Planning in time: Windows and durations for activities and goals", journal = pami, volume = "5", pages = "246--267" } @inproceedings{Verma+Rubin:2018, title={Fairness definitions explained}, author={Verma, Sahil and Rubin, Julia}, booktitle={2018 IEEE/ACM International Workshop on Software Fairness}, _pages={1--7}, year={2018}, _organization={IEEE} } @article{Verma+al:2004, author = "Vandi Verma and Geoff Gordon and Reid Simmons and Sebastian Thrun", year = "2004", title = "Particle Filters for Rover Fault Diagnosis", journal = "IEEE Robotics and Automation Magazine", volume = "June" } @inproceedings{Vinge:1993, author = {Vernor Vinge}, title = {The coming technological Singularity: How to survive in the post-human era}, booktitle = {Proc.\ Vision-21: Interdisciplinary Science and Engineering in the Era of Cyberspace}, year = 1993, organization = {NASA} } @article{Vinyals+al:2019b, Author = {Vinyals, Oriol and Babuschkin, Igor and Czarnecki, Wojciech M. and Mathieu, Micha{\"e}l and Dudzik, Andrew and Chung, Junyoung and Choi, David H. and Powell, Richard and Ewalds, Timo and Georgiev, Petko and Hassabis, Demis and Apps, Chris and Silver, David}, Journal = {Nature}, Title = {Grandmaster level in {StarCraft II} using multi-agent reinforcement learning}, Year = {2019}, volume = 575, pages = "350--354" } %% other authors: and Oh, Junhyuk and Horgan, Dan and Kroiss, Manuel and Danihelka, Ivo and Huang, Aja and Sifre, Laurent and Cai, Trevor and Agapiou, John P. and Jaderberg, Max}, %% Author = {Vinyals, Oriol and Babuschkin, Igor and Czarnecki, Wojciech M. and Mathieu, Micha{\"e}l and Dudzik, Andrew and Chung, Junyoung and Choi, David H. and Powell, Richard and Ewalds, Timo and Georgiev, Petko and Oh, Junhyuk and Horgan, Dan and Kroiss, Manuel and Danihelka, Ivo and Huang, Aja and Sifre, Laurent and Cai, Trevor and Agapiou, John P. and Jaderberg, Max and Vezhnevets, Alexander S. and Leblond, R{\'e}mi and Pohlen, Tobias and Dalibard, Valentin and Budden, David and Sulsky, Yury and Molloy, James and Paine, Tom L. and Gulcehre, Caglar and Wang, Ziyu and Pfaff, Tobias and Wu, Yuhuai and Ring, Roman and Yogatama, Dani and W{\"u}nsch, Dario and McKinney, Katrina and Smith, Oliver and Schaul, Tom and Lillicrap, Timothy and Kavukcuoglu, Koray @misc{Vinyals+al:2017, title = {{StarCraft} {II: A} New Challenge for Reinforcement Learning}, author = {Oriol Vinyals and Timo Ewalds and Sergey Bartunov and Petko Georgiev}, year = {2017}, howpublished = {arXiv:1708.04782} } @article{Vinyals+al:2017b, title={Show and tell: {Lessons} learned from the 2015 {MSCOCO} image captioning challenge}, author={Vinyals, Oriol and Toshev, Alexander and Bengio, Samy and Erhan, Dumitru}, journal=pami, volume={39}, _number ={4}, pages={652--663}, year={2017} } @article{Viola+Jones:2004, author = {Paul Viola and Michael Jones}, title = {Robust Real-Time Face Detection}, journal = ijcv, volume = 57, pages = "137--154", year = 2004 } @book{Visser+al:2008, editor = {Ubbo Visser and F. Ribeiro and T. Ohashi and F. Dellaert}, title = {{RoboCup} 2007: Robot Soccer World Cup {XI}}, publisher = {Springer}, year = 2008 } @Article{Viterbi:1967, author = {A. J. Viterbi}, title = {Error bounds for convolutional codes and an asymptotically optimum decoding algorithm}, journal = {IEEE Transactions on Information Theory}, year = 1967, volume = 13, _number = 2, pages = {260--269} } @book{Vlassis:2008, author = {Nikos Vlassis}, title = {A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence}, publisher = {Morgan \& Claypool}, year = 2008 } @book{VonMises:1928, author = "von Mises, Richard", year = "1928", title = "Wahrscheinlichkeit, Statistik und Wahrheit", publisher = jspringer, _address = jspringer-ad } @article{VonNeumann:1928, author = {von Neumann, John}, title = {Zur {T}heorie der {G}esellschaftsspiele}, journal = {Mathematische Annalen}, year = 1928, volume = 100, pages = {295--320} } @book{VonNeumann+Morgenstern:1944, author = "von Neumann, John and Morgenstern, Oskar", year = "1944", title = "Theory of Games and Economic Behavior", publisher = princeton, _address = princeton-ad, edition = "first" } @book{VonWinterfeldt+Edwards:1986, author = "von Winterfeldt, Detlof and Edwards, Ward", year = "1986", title = "Decision Analysis and Behavioral Research", publisher = cambridge, _address = cambridge-ad } @article{Vossen+al:2001, author = {T. Vossen and M. Ball and A. Lotem and D. S. Nau}, title = {Applying Integer Programming to {AI} Planning}, journal = "Knowledge Engineering Review", year = 2001, volume = 16, pages = {85--100} } @article{Wainwright+Jordan:2008, author = "M. Wainwright and M. I. Jordan", year = "2008", title = "Graphical models, exponential families, and variational inference", journal = "Foundations and Trends in Machine Learning", volume = "1", _number = "1--2", pages = "1--305" } @article{Walker:1931, author = "Walker, Gilbert", year = "1931", title = "On Periodicity in Series of Related Terms", journal = "Proc. Roy. Soc., A", volume = "131", pages = "518--532" } @inproceedings{Walker:1960, author = "R. J. Walker", year = "1960", title = "An enumerative technique for a class of combinatorial problems", booktitle = "Proc. Sympos. Appl. Math.", volume = 10 } @article{Wallace:1858, author = "Alfred Russel Wallace", year = "1858", title = "On the Tendency of Varieties to Depart Indefinitely From the Original Type", journal = "Proc.\ Linnean Society of London", volume = "3", pages = "53--62" } @book{Walpole+al:2016, title={Probability and Statistics for Engineers and Scientists}, edition={9th}, year={2016}, author={Walpole, Ronald E and Myers, Raymond H and Myers, Sharon L and Ye, Keying E.}, publisher=pearson } @misc{Walsh:2015, title={{Turing's} red flag}, author={Walsh, Toby}, year={2015}, howpublished={arXiv:1510.09033} } @incollection{Waltz:1975, author = "Waltz, David", year = "1975", title = "Understanding line drawings of scenes with shadows", booktitle = "The Psychology of Computer Vision", editor = "Winston, Patrick Henry", publisher = mcgraw, _address = mcgraw-ad } @misc{Wang+al:2019, title={{SuperGLUE}: {A} stickier benchmark for general-purpose language understanding systems}, author={Wang, Alex and Pruksachatkun, Yada and Nangia, Nikita and Singh, Amanpreet and Michael, Julian and Hill, Felix and Levy, Omer and Bowman, Samuel R}, year={2019}, howpublished={arXiv:1905.00537} } @misc{Wang+al:2018b, title = {{GLUE: A} Multi-Task Benchmark and Analysis Platform for Natural Language Understanding}, author = {Alex Wang and Amanpreet Singh and Julian Michael and Felix Hill and Omer Levy and Samuel Bowman}, year = {2018}, howpublished = {arXiv:1804.07461}, } @article{Wang+al:2018, title={Belief-State {M}onte {C}arlo Tree Search for Phantom {Go}}, author={Wang, Jiao and Zhu, Tan and Li, Hongye and Hsueh, Chu-Husan and Wu, I-Chen}, journal={IEEE Transactions on Games}, volume={10}, _number ={2}, pages={139--154}, year={2018}, publisher={IEEE} } @book{Wanner:1974, author = "Wanner, E.", year = "1974", title = "On Remembering, Forgetting and Understanding Sentences", publisher = mouton, _address = mouton-ad } @techreport{Warren:1974, author = "Warren, D. H. D.", year = "1974", title = "{WARPLAN}: {A} {S}ystem for {G}enerating {P}lans", institution = "University of Edinburgh", _address = edinburgh-ad, type = "Department of {C}omputational {L}ogic {M}emo", _number = "76" } @techreport{Warren:1983, author = "Warren, D. H. D.", year = "1983", title = "An abstract {P}rolog instruction set", institution = sri, _address = sri-ad, type = "Technical Note", _number = "309" } @book{Wasserman:2004, author = {Larry Wasserman}, title = {All of Statistics}, publisher = {Springer}, year = 2004 } @phdthesis{Watkins:1989, author = "Watkins, C. J.", year = "1989", title = "Models of Delayed Reinforcement Learning", school = "Psychology Department, Cambridge University", _address = "Cambridge, UK" } @article{Watson+Crick:1953, author = "J. D. Watson and F. Crick", title = "A Structure for Deoxyribose Nucleic Acid", year = "1953", journal = "Nature", volume = "171", pages = "737" } @article{Wattenberg+al:2016, title={How to use {t-SNE} effectively}, author={Wattenberg, Martin and Vi{\'e}gas, Fernanda and Johnson, Ian}, journal={Distill}, volume={1}, _number ={10}, year={2016} } @inproceedings{Waugh+al:2009, author = {Kevin Waugh and David Schnizlein and Michael Bowling and Duane Szafron}, title = {Abstraction Pathologies in Extensive Games}, booktitle = aamas09, year = 2009 } @book{Weibull:1995, author = {J. Weibull}, title = {Evolutionary Game Theory}, publisher = {MIT Press}, year = 1995 } @incollection{Weidenbach:2001, author = {C. Weidenbach}, title = {{SPASS}: Combining Superposition, Sorts and Splitting}, booktitle = {Handbook of Automated Reasoning}, publisher = mit, year = 2001, editor = {A. Robinson and A. Voronkov}, _address = {mit-ad} } @book{Weiss:2000, author = "Gerhard Weiss", year = "2000", title = "Multiagent Systems", publisher = mit, _address = mit-ad } @article{Weiss:2000b, author = {Yair Weiss}, title = {Correctness of Local Probability Propagation in Graphical Models with Loops}, journal = nc, year = 2000, volume = 12, _number = 1, pages = {1--41} } @article{Weiss+Freeman:2001, author = " Yair Weiss and William Freeman", year = "2001", title = "Correctness of Belief Propagation in {G}aussian Graphical Models of Arbitrary Topology", journal = nc, volume = "13", _number = "10", pages = "2173--2200" } @book{Weizenbaum:1976, author = "Weizenbaum, Joseph", year = "1976", title = "Computer Power and Human Reason", publisher = freeman, _address = freeman-ad } @inproceedings{Barrett+Weld:1994, author = "Anthony Barrett and Daniel S. Weld", title = "Task-Decomposition via Plan Parsing", year = "1994", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon, _pages = "1117--1122" } @article{Weld:1999, author = "Weld, D. S.", title = "Recent advances in {AI} planning", journal = aimag, year = 1999, volume = 20, _number = 2, pages = "93--122" } @inproceedings{Weld+al:1998, year = 1998, title = "Extending {G}raphplan to handle uncertainty and sensing actions", author = "Weld, D. S. and Corin R. Anderson and David E. Smith", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, _pages = "897-904" } @book{Weld+DeKleer:1990, author = "Weld, D. S. and de Kleer, Johan", year = "1990", title = "Readings in Qualitative Reasoning about Physical Systems", publisher = morgan, _address = morgan-ad } @inproceedings{Weld+Etzioni:1994, author = "Weld, D. S. and Etzioni, O.", year = "1994", title = "The first law of robotics: A call to arms", booktitle = aaai94, _address = aaai94-ad, _publisher = aaai94-pub, month = aaai94-mon } @techreport{Wellman:1985, author = "Wellman, M. P.", year = "1985", title = "Reasoning about preference models", institution = "Laboratory for Computer Science, MIT", type = "Technical Report", _number = "MIT/LCS/TR-340", _address = mit-ad } @phdthesis{Wellman:1988, author = "Wellman, M. P.", year = "1988", title = "Formulation of Tradeoffs in Planning under Uncertainty", school = "MIT", _address = mit-ad } @article{Wellman:1990, author = "Wellman, M. P.", year = "1990", title = "Fundamental concepts of qualitative probabilistic networks", journal = aij, volume = "44", _number = "3", pages = "257--303" } @inproceedings{Wellman:1990b, author = "Wellman, M. P.", year = "1990", title = "The {STRIPS} assumption for planning under uncertainty", _address = aaai90-ad, booktitle = aaai90, _publisher = aaai90-pub, _pages = "198--203" } @article{Wellman+al:1992, author = "Wellman, M. P. and Breese, J. S. and Goldman, R.", year = "1992", title = "From knowledge bases to decision models", journal = "Knowledge Engineering Review", volume = "7", _number = "1", month = mar, pages = "35--53", note = "" } @inproceedings{Wellman+Doyle:1992, author = "Wellman, M. P. and Doyle, J.", year = "1992", title = "Modular utility representation for decision-theoretic planning", booktitle = icaps92, _address = "College Park, Maryland", _publisher = morgan, _pages = "236--242" } @article{Wellman+al:2001, author = {M. P. Wellman and P. Wurman and K. O'Malley and R. Bangera and S. Lin and D. Reeves and W. Walsh}, title = {Designing the Market Game for a Trading Agent Competition}, journal = {IEEE Internet Computing}, year = 2001, pages = "43--51", volume=5 } @phdthesis{Werbos:1974, author = "Werbos, P.", year = "1974", title = "Beyond Regression: {N}ew Tools for Prediction and Analysis in the Behavioral Sciences", school = "Harvard University", _address = "Cambridge, Massachusetts" } @article{Werbos:1990, author = "Werbos, P.", year = "1990", title = "Backpropagation through time: {W}hat it does and how to do it", journal = "Proc.\ IEEE", volume = "78", _number = "10", pages = "1550--1560" } @incollection{Werbos:1992, author = "Werbos, P.", year = "1992", title = "Approximate dynamic programming for real-time control and neural modeling", editor = "D. A. White and D. A. Sofge", booktitle = "Handbook of Intelligent Control: {N}eural, Fuzzy, and Adaptive Approaches", publisher = van-nostrand } @article{Werbos:1977, author = "Paul Werbos", year = "1977", title = "Advanced forecasting methods for global crisis warning and models of intelligence", journal = "General Systems Yearbook", volume = "22", pages = "25--38" } @article{Wesley79a, author = {Wesley, M. A. and Lozano-Perez, T.}, title = {An Algorithm for Planning Collision-Free Paths among Polyhedral objects}, journal = cacm, volume = {22}, _number = {10}, pages = {560--570}, year = {1979}, month = {March} } @book{West:2018, title={The Future of Work: Robots, AI, and Automation}, author={West, Darrell M}, year={2018}, publisher={Brookings Institution Press} } @techreport{West+al:2019, title={Discriminating Systems: {G}ender, Race And Power in {AI}}, author={West, Sarah Myers and Whittaker, Meredith and Crawford, Kate}, institution={AI Now Institute}, year={2019} } @inproceedings{Wexler+Meek:2009, author = "Ydo Wexler and Christopher Meek", year = "2009", title = "{MAS}: {A} multiplicative approximation scheme for probabilistic inference", booktitle = nips21, _publisher = {MIT Press} } @article{Wheatstone:1838, author = "Wheatstone, C.", year = "1838", title = "On some remarkable, and hitherto unresolved, phenomena of binocular vision", journal = "Phil.\ Trans.\ Roy.\ Soc.", volume = "2", pages = "371--394" } @misc{White+al:2019, title={{BANANAS}: {B}ayesian Optimization with Neural Architectures for Neural Architecture Search}, author={Colin White and Willie Neiswanger and Yash Savani}, year={2019}, howpublished={arXiv:1910.11858}, } @book{Whitehead+Russell:1910, author = "Whitehead, Alfred North and Russell, Bertrand", year = "1910", title = "Principia Mathematica", publisher = cambridge, _address = cambridge-ad } @article{Whittle:1979a, author = "Whittle, Peter", year = "1979", title = "Discussion of Dr Gittins' paper", journal = royalstats, volume = "41", pages = "165" } @book{Whorf:1956, author = "Benjamin Whorf", title = "Language, Thought, and Reality", publisher = mit, _address = mit-ad, year = 1956 } @incollection{Widrow:1962, author = "Widrow, B.", year = "1962", title = "Generalization and information storage in networks of {ADALINE} ``Neurons''", booktitle = "Self-Organizing Systems", editor = "Yovits, M. C. and Jacobi, G. T. and Goldstein, G. D.", _address = "Chicago, Illinois", publisher = spartan, _pages = "435--461" } @inproceedings{Widrow+Hoff:1960, author = "Widrow, B. and Hoff, M. E.", year = "1960", title = "Adaptive switching circuits", booktitle = "{IRE} {WESCON} Convention Record", _address = "New York", _pages = "96--104" } @inproceedings{Weidijk:2003, author = {Freek Wiedijk}, title = {Comparing Mathematical Provers}, booktitle = {Proc.\ 2nd Int.\ Conf.\ on Mathematical Knowledge Management}, year = {2003}, _pages = {188--202}, _publisher = {Springer} } @inproceedings{Wiegley+al:1996, author = "J. Wiegley and K. Goldberg and M. Peshkin and M. Brokowski", year = "1996", title = "A Complete Algorithm for Designing Passive Fences to Orient Parts", booktitle = icra96, _address = "Minneapolis", _publisher = ieee } @techreport{Wiener:1942, author = "Wiener, Norbert", year = "1942", title = "The extrapolation, interpolation, and smoothing of stationary time series", institution = "Research Project DIC-6037, MIT", _type = "OSRD", _number = "370, Report to the Services~19", _address = "Cambridge, Massachusetts" } @book{Wiener:1948, author = "Wiener, Norbert", year = "1948", title = "Cybernetics", publisher = wiley, _address = wiley-ad } @book{Wiener:1950, title={The Human Use of Human Beings}, author={Norbert Wiener}, year={1950}, publisher=houghton } @article{Wiener:1960, ISSN = {00368075, 10959203}, _url = {www.jstor.org/stable/1705998}, author = {Norbert Wiener}, journal = {Science}, _number = {3410}, pages = {1355--1358}, publisher = {American Association for the Advancement of Science}, title = {Some Moral and Technical Consequences of Automation}, volume = {131}, year = {1960} } @book{Wiener:1964, title={God \& Golem, Inc: A Comment on Certain Points Where Cybernetics Impinges on Religion}, author={Wiener, Norbert}, year={1964}, publisher=mitp } @phdthesis{Wilensky:1978, title = "Understanding Goal-Based Stories", author = "Robert Wilensky", school = "Yale University", _address = "New Haven, Connecticut", _number = "Research Report No. 140", year = 1978 } @book{Wilkins:1988, author = "Wilkins, D. E.", year = "1988", title = "Practical Planning: Extending the {AI} Planning Paradigm", publisher = morgan, _address = morgan-ad } @article{Wilkins:1990, author = "Wilkins, D. E.", year = "1990", title = "Can {AI} planners solve practical problems?", journal = ci, volume = "6", _number = "4", mon = nov, pages = "232--246" } @book{Wilks:2010, title={Close Engagements With Artificial Companions: Key Social, Psychological, Ethical and Design Issues}, author={Wilks, Yorick}, year={2010}, publisher={John Benjamins} } @book{Wilks:2019, author={Yorick Wilks}, title={Artificial Intelligence: Modern Magic or Dangerous Future}, year={2019}, publisher={Icon} } @inproceedings{Williams+al:2018, title={A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference}, author={Williams, Adina and Nangia, Nikita and Bowman, Samuel}, booktitle={NAACL HLT}, year={2018} } @article{Williams+al:2003, author = {Brian Williams and Michel Ingham and Seung Chung and Paul Elliott}, title = {Model-Based Programming of Intelligent Embedded Systems and Robotic Space Explorers}, journal = {Proc.\ {IEEE}}, volume = 91, number = "212--237", year = 2003, _pages = {212--237} } @article{Williams:1992, author = "R. J. Williams", year = "1992", title = "Simple statistical gradient-following algorithms for connectionist reinforcement learning", journal = ml, volume = "8", pages = "229--256" } @article{Williams+Zipser:1989, author = "R. J. Williams and D. Zipser", year = "1989", title = "A learning algorithm for continually running fully recurrent neural networks", journal = nc, volume = "1", pages = "270--280" } @techreport{Williams+Baird:1993, author = "Williams, Ronald J. and Baird, Leemon C. III", year = "1993", title = "Tight performance bounds on greedy policies based on imperfect value functions", _number = "NU-CCS-93-14", institution = necs, _address = necs-ad } @book{Wilson:2011, title={Robopocalypse}, author={Wilson, Daniel H}, year={2011}, publisher=doubleday } @book{Wilson+Keil:1999, editor = "Robert A. Wilson and Frank C. Keil", year = "1999", title = "The {MIT} Encyclopedia of the Cognitive Sciences", publisher = mit, _address = mit-ad } @book{Wilson:2004, author = {Robin Wilson}, title = {Four Colors Suffice}, publisher = {Princeton University Press}, year = 2004 } @inproceedings{Wilt+Ruml:2014, title={Speedy versus greedy search}, author={Wilt, Christopher Makoto and Ruml, Wheeler}, booktitle={Seventh Annual Symposium on Combinatorial Search}, year={2014} } @article{Wilt+Ruml:2016, author = {Christopher Makoto Wilt and Wheeler Ruml}, title = {Effective Heuristics for Suboptimal Best-First Search}, journal = jair, volume = {57}, pages = {273--306}, year = {2016}, _url = {doi.org/10.1613/jair.5036}, doi = {10.1613/jair.5036}, timestamp = {Wed, 21 Jun 2017 14:58:51 +0200}, _biburl = {dblp.org/rec/bib/journals/jair/WiltR16}, bibsource = {dblp computer science bibliography, dblp.org} } @article{Wingate+Seppi:2005, author = "Wingate, D. and Seppi, K. D.", year = "2005", title = "Prioritization methods for accelerating {MDP} solvers", journal = jmlr, volume = "6", pages = "851--881" } @inproceedings{Wingate+al:2011, author = "David Wingate and Andreas Stuhlm{\"u}ller and Noah D. Goodman", year = "2011", title = "Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation", booktitle = aistats11 } @book{Winograd+Cowan:1963, author = "Winograd, S. and Cowan, J. D.", year = "1963", title = "Reliable Computation in the Presence of Noise", publisher = mit, _address = mit-ad } @article{Winograd:1972, author = "Winograd, Terry", year = "1972", title = "Understanding natural language", journal = "Cognitive Psychology", volume = "3", _number = "1", pages = "1--191" } @techreport{Winston:1970, author = "Winston, Patrick Henry", year = "1970", title = "Learning structural descriptions from examples", institution = "Department of Electrical Engineering and Computer Science, MIT", type = "Technical Report", _number = "MAC-TR-76", _address = mit-ad } @inproceedings{Wintermute+al:2007, author = {Wintermute, S. and Xu, J. and Laird, J.}, title = {{SORTS}: A Human-Level Approach to Real-Time Strategy {AI}}, booktitle = {Proc.\ Third Artificial Intelligence and Interactive Digital Entertainment Conference}, year = 2007 } @techreport{Winternitz:2017, title={Autonomous Navigation Above the {GNSS} Constellations and Beyond: {GPS} Navigation for the Magnetospheric Multiscale Mission and {SEXTANT} Pulsar Navigation Demonstration}, author={Winternitz, Luke}, _number ={GSFC-E-DAA-TN46706}, institution={NASA Goddard Space Flight Center}, year={2017} } @article{Witten:1977, author = "Ian H. Witten", year = "1977", title = "An adaptive optimal controller for discrete-time {M}arkov environments", journal = "Information and Control", volume = "34", pages = "286--295" } @article{Witten+Bell:1991, author = {Ian H. Witten and T. C. Bell}, title = {The zero-frequency problem: {Estimating} the probabilities of novel events in adaptive text compression}, journal = {IEEE Transactions on Information Theory}, year = 1991, volume = 37, _number = 4, pages = {1085--1094} } @book{Witten+Frank:2016, author = {Ian H. Witten and Elbe Frank}, title = {Data Mining: Practical Machine Learning Tools and Techniques}, publisher = MK, year = 2016, edition = {4th} } @book{Witten+al:1999, author = "Ian H. Witten and Alistair Moffat and Timothy C. Bell", year = "1999", title = "Managing Gigabytes: {C}ompressing and {I}ndexing {D}ocuments and {I}mages", publisher = morgan, _address = morgan-ad, edition = "2nd" } @book{Wittgenstein:1922, author = "Wittgenstein, Ludwig", year = "1922", title = "Tractatus Logico-Philosophicus", publisher = routledge, _address = routledge-ad, edition = "2nd", note = "Reprinted 1971, edited by D. F. Pears and B. F. McGuinness." } @book{Wittgenstein:1953, author = "Wittgenstein, Ludwig", year = "1953", title = "Philosophical Investigations", publisher = macmillan, _address = macmillan-ad } @article{Wojciechowski+Wojcik:1983, author = "Wojciechowski, W. S. and Wojcik, A. S.", year = "1983", title = "Automated design of multiple-valued logic circuits by automated theorem proving techniques", journal = "IEEE Transactions on Computers", volume = "C-32", _number = "9", month = sep, pages = "785--798" } @inproceedings{Wolfe+Russell:2007, author = {Jason Wolfe and Stuart J. Russell}, title = {Exploiting Belief State Structure in Graph Search}, booktitle = {{ICAPS} Workshop on Planning in Games}, year = 2007 } @article{Wolpert:2013, author = {David Wolpert}, title = {Ubiquity symposium: {Evolutionary} computation and the processes of life: what the no free lunch theorems really mean: how to improve search algorithms}, journal = {Ubiquity}, volume = {December}, pages = {1--15}, year = {2013}, } @article{Wolpert+Macready:1997, author = {David Wolpert and William G. Macready}, title = {No free lunch theorems for optimization}, journal = {{IEEE} Trans. Evolutionary Computation}, volume = {1}, number = {1}, pages = {67--82}, year = {1997}, _url = {doi.org/10.1109/4235.585893}, doi = {10.1109/4235.585893}, timestamp = {Wed, 17 May 2017 14:25:39 +0200}, _biburl = {dblp.org/rec/bib/journals/tec/DolpertM97}, bibsource = {dblp computer science bibliography, dblp.org} } @inproceedings{Wong+al:2018, title={Transfer learning with neural {AutoML}}, author={Wong, Catherine and Houlsby, Neil and Lu, Yifeng and Gesmundo, Andrea}, booktitle=nips31, _pages={8356--8365}, year={2019} } @inproceedings{Woods:1973, author = "Woods, William A.", year = "1973", title = "Progress in natural language understanding: {A}n application to lunar geology", booktitle = "{AFIPS} Conference Proceedings", _volume = "42", _pages = "441--450" } @incollection{Woods:1975, author = "Woods, William A.", year = "1975", title = "What's in a link? {F}oundations for semantic networks", booktitle = "Representation and Understanding: Studies in Cognitive Science", editor = "Bobrow, D. G. and Collins, A. M.", publisher = academic, _address = academic-ad, _pages = "35--82" } @book{Wooldridge:2009, title = "An Introduction to MultiAgent Systems", edition = "2nd", author = "Michael Wooldridge", year = "2009", publisher = wiley, _address = wiley-ad } @book{Wooldridge+Rao:1999, editor = " Michael Wooldridge and Anand Rao", year = "1999", title = "Foundations of Rational Agency", publisher = kluwer, _address = kluwer-ad } @inproceedings{Wos+al:1964, author = "Wos, L. and Carson, D. and Robinson, G.", year = "1964", title = "The unit preference strategy in theorem proving", booktitle = "Proc.\ Fall Joint Computer Conference", _pages = "615--621" } @article{Wos+al:1965, author = "Wos, L. and Carson, D. and Robinson, G.", year = "1965", title = "Efficiency and completeness of the set-of-support strategy in theorem proving", journal = jacm, volume = "12", pages = "536--541" } @book{Wos+al:1992, author = "Wos, L. and Overbeek, Ross and Lusk, Ewing and Boyle, Jim", year = "1992", title = "Automated Reasoning: Introduction and Applications", publisher = mcgraw, _address = mcgraw-ad, edition = "2nd" } @inproceedings{Wos+Robinson:1968, author = "Wos, L. and Robinson, G.", year = "1968", title = "Paramodulation and set of support", booktitle = "Proc.\ {IRIA} Symposium on Automatic Demonstration", _publisher = springer, _pages = "276--310" } @article{Wos+al:1967, author = "Wos, L. and Robinson, G. and Carson, D. and Shalla, L.", year = "1967", title = "The concept of demodulation in theorem proving", journal = jacm, volume = "14", pages = "698--704" } @incollection{Wos+Winker:1983, author = "Wos, L. and Winker, S.", year = "1983", title = "Open questions solved with the assistance of {AURA}", booktitle = "Automated Theorem Proving: After 25 Years", _address = "Denver, Colorado", editor = "Bledsoe, W. W. and Loveland, D.", publisher = "American Mathematical Society", _pages = "71--88" } @book{Wos+Pieper:2003, author = {Larry Wos and Gail Pieper}, title = {Automated Reasoning and the Discovery of Missing and Elegant Proofs}, publisher = {Rinton Press}, year = 2003 } @incollection{Wray+al:2005, author = {Robert E. Wray and Randolph M. Jones }, title = {An introduction to {Soar} as an agent architecture}, booktitle = {Cognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation}, _pages = {53--78}, publisher = {Cambridge University Press}, year = 2005, editor = {R. Sun} } @article{Wright:1921, author = "Wright, Sewall", year = "1921", title = "Correlation and causation", journal = "J.\ Agricultural Research", volume = "20", pages = "557--585" } @article{Wright:1931, author = "Wright, Sewall", year = "1931", title = "Evolution in {M}endelian Populations", journal = "Genetics", volume = "16", pages = "97--159" } @article{Wright:1934, author = "Wright, Sewall", year = "1934", title = "The method of path coefficients", journal = "Annals of Mathematical Statistics", volume = "5", pages = "161--215" } @inproceedings{Wu+Weld:2008, author = {Fei Wu and Daniel S. Weld}, title = {Automatically Refining the {Wikipedia} Infobox Ontology}, booktitle = {17th World Wide Web Conference ({WWW}2008)}, year = 2008 } @inproceedings{Li+al:2016, author = "Yi Wu and Lei Li and Stuart J. Russell", year = "2016", title = "{SWIFT}: {C}ompiled Inference for Probabilistic Programming Languages", booktitle = ijcai16 } @misc{Wu+al:2016, title={Google's neural machine translation system: {Bridging} the gap between human and machine translation}, author={Wu, Yonghui and Schuster, Mike and Chen, Zhifeng and Le, Quoc V and Norouzi, Mohammad and Macherey, Wolfgang and Krikun, Maxim and Cao, Yuan and Gao, Qin and Macherey, Klaus and others}, year={2016}, howpublished={arXiv:1609.08144} } @misc{wu2018group, title={Group normalization}, author={Wu, Yuxin and He, Kaiming}, year={2018}, howpublished={arXiv:1803.08494} } @misc{Xiong+al:2017, title = {The {Microsoft} 2017 Conversational Speech Recognition System}, author = {W. Xiong and L. Wu and F. Alleva and Jasha Droppo and X. Huang and Andreas Stolcke}, year = {2017}, howpublished = {arXiv:1708.06073}, } @book{Yampolskiy:2018, title={Artificial Intelligence Safety and Security}, author={Yampolskiy, Roman V}, year={2018}, publisher={Chapman and Hall/CRC} } @article{Yang+al:2010, title={A driver fatigue recognition model based on information fusion and dynamic {Bayesian} network}, author={Guosheng Yang and Yingzi Lin and Prabir Bhattacharya}, journal={Inf. Sci.}, year={2010}, volume={180}, pages={1942-1954} } @inproceedings{Yang:2009, title={Firefly algorithms for multimodal optimization}, author={Yang, Xin-She}, booktitle={International Symposium on Stochastic Algorithms}, _pages={169--178}, year={2009}, _organization={Springer} } @article{Yang+Deb:2014, title={Cuckoo search: {Recent} advances and applications}, author={Yang, Xin-She and Deb, Suash}, journal={Neural Computing and Applications}, volume={24}, _number ={1}, pages={169--174}, year={2014}, publisher={Springer} } @misc{Yang+al:2019, title={{XLNet: Generalized} Autoregressive Pretraining for Language Understanding}, author={Yang, Zhilin and Dai, Zihang and Yang, Yiming and Carbonell, Jaime G. and Salakhutdinov, Ruslan and Le, Quoc V}, year={2019}, howpublished={arXiv:1906.08237} } @inproceedings{Yarowsky:1995, author = {David Yarowsky}, title = {Unsupervised Word Sense Disambiguation Rivaling Supervised Methods}, booktitle = acl95, _pages = {189--196}, year = 1995 } @article{Ye:2011, author = "Yinyu Ye", year = "2011", title = "The Simplex and Policy-Iteration Methods Are Strongly Polynomial for the {M}arkov Decision Problem with a Fixed Discount Rate", journal = "Mathematics of Operations Research", volume = "36", pages = "593--784" } @article{Yedidia+al:2005, author = "Yedidia, J.S. and Freeman, W.T. and Weiss, Y.", year = "2005", title = "Constructing free-energy approximations and generalized belief propagation algorithms", journal = "IEEE Transactions on Information Theory", volume = "51", _number = "7", pages = "2282--2312" } @article{Yeo+al:2018, title={Exploring Tangible Interactions with Radar Sensing}, author={Yeo, Hui-Shyong and Minami, Ryosuke and Rodriguez, Kirill and Shaker, George and Quigley, Aaron}, journal={Proc.\ ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies}, volume={2}, _number ={4}, pages={1--25}, year={2018} } @misc{Ying+al:2018, title={Image Classification at Supercomputer Scale}, author={Ying, Chris and Kumar, Sameer and Chen, Dehao and Wang, Tao and Cheng, Youlong}, year={2018}, howpublished={arXiv:1811.06992} } @book{Yip:1991, author = "Yip, Kenneth Man-Kam", year = "1991", title = "{KAM}: A~System for Intelligently Guiding Numerical Experimentation by Computer ", publisher = mit, _address = mit-ad } @incollection{Yngve:1955, author = {V. Yngve}, title = {A model and an hypothesis for language structure}, booktitle = {Machine Translation of Languages}, publisher = {MIT Press}, _address = mit-ad, year = 1955, editor = {W. N. Locke and A. D. Booth}, _pages = {208--226} } @article{Yob:1975, author = {Gregory Yob}, title = {Hunt the Wumpus!}, journal = {Creative Computing}, year = 1975, volume = {Sep/Oct} } @book{Yoshikawa:1990, author = "Yoshikawa, Tsuneo", year = "1990", title = "Foundations of Robotics: Analysis and Control", publisher = mit, _address = mit-ad } @misc{You+al:2017, title = {Virtual to Real Reinforcement Learning for Autonomous Driving}, author = {Yurong You and Xinlei Pan and Ziyan Wang and Cewu Lu}, year = {2017}, howpublished = {arXiv:1704.03952} } @book{Young:2004, author = {H. P. Young}, title = {Strategic Learning and Its Limits}, publisher = {Oxford University Press}, year = 2004 } @article{Young+al:2013, author = "Steve Young and Milica Ga{\v s}i{\'c} and Blaise Thompson and Jason Williams", year = "2013", title = "{POMDP}-Based Statistical Spoken Dialog Systems: {A} Review", journal = "Proc.\ {IEEE}", volume = "101", pages = "1160--1179" } @article{Younger:1967, author = "Younger, D. H.", year = "1967", title = "Recognition and parsing of context-free languages in time $n^{3}$", journal = "Information and Control", volume = "10", _number = "2", pages = "189--208" } @book{Yu+Deng:2016, title={Automatic Speech Recognition}, author={Yu, Dong and Deng, Li}, year={2016}, publisher=springer } @INPROCEEDINGS{Yu+al:2011, author = {Yu, Hsiang-Fu and Lo, Hung-Yi and Hsieh, Hsun-Ping and Lou, Jing-Kai}, title = {Feature engineering and classifier ensemble for {KDD Cup} 2010}, booktitle = {Proc.~KDD Cup 2010 Workshop}, year = {2011} } @misc{Yu+al:2019, title={Evaluating the Search Phase of Neural Architecture Search}, author={Kaicheng Yu and Christian Sciuto and Martin Jaggi and Claudiu Musat and Mathieu Salzmann}, year={2019}, howpublished={arXiv:1902.08142}, } @incollection{Yudkowsky:2008, author = {Eliezer Yudkowsky}, editor = {Nick Bostrom and Milan Cirkovic}, booktitle = {Global Catastrophic Risk}, title = {Artificial Intelligence as a Positive and Negative factor in Global Risk}, publisher = {Oxford University Press}, year = 2008 } @article{Yule:1927, author = "Yule, G. Udny", year = "1927", title = "On a Method of Investigating Periodicities in Disturbed Series, with Special Reference to {W}olfer's Sunspot Numbers", journal = "Phil. Trans. Roy. Soc., A", volume = "226", pages = "267--298" } @article{Zadeh:1965, author = "Zadeh, Lotfi A.", year = "1965", title = "Fuzzy sets", journal = "Information and Control", volume = "8", pages = "338--353" } @article{Zadeh:1978, author = "Zadeh, Lotfi A.", year = "1978", title = "Fuzzy sets as a basis for a theory of possibility", journal = "Fuzzy Sets and Systems", volume = "1", pages = "3--28" } @article{Zaritskii+al:1975, author = "Zaritskii, V. S. and Svetnik, V. B. and Shimelevich, L. I.", year = "1975", title = "{M}onte-{C}arlo technique in problems of optimal information processing", journal = "Automation and Remote Control", volume = "36", pages = "2015-22" } @article{Zeckhauser+Shepard:1976, author = "Zeckhauser, Richard and Shepard, Donald", year = "1976", title = "Where Now for Saving Lives?", journal = "Law and Contemporary Problems", volume = "40", pages = "5--45" } @article{Zeeberg:2017, author = "Amos Zeeberg", year = "2017", title = "{D.I.Y.} Artificial Intelligence Comes to a {J}apanese Family Farm", journal = "New Yorker", volume = "{\rm August 10}" } @inproceedings{Zelle+Mooney:1996, author = {John Zelle and Raymond Mooney}, title = {Learning to parse database queries using Inductive Logic Programming}, booktitle = aaai96, _pages = {1050--1055}, year = 1996 } @inproceedings{Zemel+al:2013, title={Learning fair representations}, author={Zemel, Rich and Wu, Yu and Swersky, Kevin and Pitassi, Toni and Dwork, Cynthia}, booktitle=icml13, _pages={325--333}, year={2013} } @article{Zemelman+al:2002, title={Selective photostimulation of genetically {chARGed} neurons}, author={Zemelman, Boris V and Lee, Georgia A and Ng, Minna and Miesenb{\"o}ck, Gero}, journal={Neuron}, volume={33}, _number ={1}, pages={15--22}, year={2002}, publisher={Elsevier} } @inproceedings{Zermelo:1913, author = {Zermelo, Ernst}, title = {Uber {E}ine {A}nwendung der {M}engenlehre auf die {T}heorie des {S}chachspiels}, booktitle = {Proc.\ Fifth International Congress of Mathematicians}, year = 1913, _pages = {501--504} } @article{Zermelo:1912, author = "Zermelo, Ernst", year = "1976", title = "An application of set theory to the theory of chess-playing", journal = "Firbush News", volume = "6", pages = "37--42", note = "English translation of (Zermelo 1913)" } @InProceedings{Zettlemoyer+Collins:2005, author = {Luke Zettlemoyer and Michael Collins}, title = {Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars}, booktitle = uai05, year = 2005 } @misc{Zhang+al:2016a, title={Understanding deep learning requires rethinking generalization}, author={Chiyuan Zhang and Samy Bengio and Moritz Hardt and Benjamin Recht and Oriol Vinyals}, year={2016}, howpublished={arXiv:1611.03530}, } @inproceedings{Zhang+Stickel:1996, author = "Hantao Zhang and Mark E. Stickel", year = "1996", title = "An efficient algorithm for unit-propagation", booktitle = "Proc.\ Fourth International Symposium on Artificial Intelligence and Mathematics", location = "Ft. Lauderdale, Florida" } @Article{Zhang+al:2003, author = {Lingang Zhang and Vladimir Pavlovic and Charles R. Cantor and Simon Kasif}, title = {Human-Mouse Gene Identification by Comparative Evidence Integration and Evolutionary Analysis}, journal = {Genome Research}, year = 2003, pages = {1190--1202}, volume=13, month = {May} } @inproceedings{Zhang+Poole:1994, author = "N. L. Zhang and D. Poole", year = "1994", title = "A simple approach to {B}ayesian network computations", booktitle = "Proc.\ 10th Canadian Conference on Artificial Intelligence", _address = "Banff, Alberta", _pages = "171--178", _publisher = morgan } @misc{Zhang+al:2017b, title={Deep learning based recommender system: {A} survey and new perspectives}, author={Zhang, Shuai and Yao, Lina and Sun, Aixin}, year={2017}, howpublished={arXiv:1707.07435} } @inproceedings{Zhang+al:2016b, title={Character-level convolutional networks for text classification}, author={Zhang, Xiang and Zhao, Junbo and LeCun, Yann}, booktitle=nips28, _pages={649--657}, year={2016} } @misc{Zhang+al:2017, title = {Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks}, author = {Ying Zhang and Mohammad Pezeshki and Philemon Brakel and Saizheng Zhang and C{\'{e}}sar Laurent and Yoshua Bengio and Aaron Courville}, year = {2017}, howpublished = {arXiv:1701.02720} } @InProceedings{Zhao+Huang:2015, author = "Zhao, Kai and Huang, Liang", title = "Type-Driven Incremental Semantic Parsing with Polymorphism", booktitle ={NAACL HLT}, year = "2015", _publisher = "Association for Computational Linguistics", _pages = "1416--1421", _location = "Denver, Colorado", _doi = "10.3115/v1/N15-1162", _url = "www.aclweb.org/anthology/N15-1162" } @book{Zhou+al:1995, author = "Kemin Zhou and John Doyle and Keith Glover", year = "1995", title = "Robust and Optimal Control", publisher = pearson } @inproceedings{Zhou+Hansen:2002, author = {Rong Zhou and Eric Hansen}, title = {Memory-Bounded {A}* Graph Search}, booktitle = {Proc.\ 15th International {FLAIRS} Conference}, year = 2002 } @article{Zhou+Hansen:2006, author = {Rong Zhou and Eric Hansen}, title = {Breadth-first heuristic search}, journal = aij, year = 2006, volume = 170, _number = {4--5}, pages = {385--408}, month = {April} } @misc{Zhu+al:2019, title={Deconstructing Generative Adversarial Networks}, author={Banghua Zhu and Jiantao Jiao and David Tse}, year={2019}, howpublished={arXiv:1901.09465}, } @article{Zhu+Latombe:1991, author = "Zhu, D. J. and Latombe, J.-C.", year = "1991", title = "New heuristic algorithms for efficient hierarchical path planning", journal = "IEEE Transactions on Robotics and Automation", volume = "7", _number = "1", pages = "9--20" } @inproceedings{i2ic, title={Unpaired image-to-image translation using cycle-consistent adversarial networks}, author={J-Y. Zhu and T. Park and P. Isola and A. Efros}, booktitle=iccv17, year=2017, } @inproceedings{Zhu+al:2013, title={Fast and Accurate Shift-Reduce Constituent Parsing}, author={Muhua Zhu and Yue Zhang and Wenliang Chen and Min Zhang and Jingbo Zhu}, booktitle=acl13, year={2013} } @inproceedings{Ziebart+al:2008, author = "Brian D Ziebart and Andrew L Maas and Anind K. Dey and James Andrew Bagnell", year = "2008", title = "Navigate like a cabbie: {P}robabilistic reasoning from observed context-aware behavior", booktitle = "Proc.\ 10th Int.\ Conf.\ on Ubiquitous Computing" } @inproceedings{ziebart2009planning, title={Planning-based prediction for pedestrians}, author={Ziebart, Brian D and Ratliff, Nathan and Gallagher, Garratt and Mertz, Christoph and Peterson, Kevin and Bagnell, J Andrew and Hebert, Martial and Dey, Anind K and Srinivasa, Siddhartha}, booktitle=iros09, _pages={3931--3936}, year={2009}, _organization={IEEE} } @book{Zimmermann:1999, editor = "Zimmermann, H.-J.", year = "1999", title = "Practical Applications of Fuzzy Technologies", publisher = kluwer, _address = kluwer-ad } @book{Zimmermann:2001, author = "Zimmermann, H.-J.", year = "2001", title = "Fuzzy Set Theory---And Its Applications", publisher = kluwer, _address = kluwer-ad, edition = "4th" } @inproceedings{Zinkevich+al:2008, author = {Martin Zinkevich and Michael Johanson and Michael Bowling and Carmelo Piccione}, title = {Regret Minimization in Games with Incomplete Information}, booktitle = nips20, _pages = {1729--1736}, year = 2008 } @book{Zipf:1935, author = {Zipf, George}, publisher = houghton, title = {The Psychobiology of Language}, year = 1935 } @book{Zipf:1949, author = {George Zipf}, title = {Human Behavior and the Principle of Least Effort}, publisher = {Addison-Wesley}, _address = addison-ad, year = 1949 } @phdthesis{Zobrist:1970, author = "Zobrist, A. L.", year = "1970", title = "Feature Extraction and Representation for Pattern Recognition and the Game of {G}o", school = "University of Wisconsin" } @inproceedings{Zollmann+al:2008, author = {Andreas Zollmann and Ashish Venugopal and Franz J. Och and Jay Ponte}, title = {A systematic comparison of phrase-based, hierarchical and syntax-augmented statistical {MT}}, booktitle = coling08, year = 2008 } @misc{zoph2016neural, title={Neural architecture search with reinforcement learning}, author={Zoph, Barret and Le, Quoc V}, year={2016}, howpublished={arXiv:1611.01578} } @techreport{Zuse:1945, author = "Zuse, Konrad", year = "1945", title = "The {P}lankalk{\"u}l", institution = "Gesellschaft f{\"u}r Mathematik und Datenverarbeitung", _address = "Bonn, Germany", type = "Report", _number = "175" } @inproceedings{Zweig+Russell:1998a, author = "Zweig, Geoff and Russell, Stuart J.", year = "1998", title = "Speech Recognition with Dynamic {B}ayesian Networks", booktitle = aaai98, _address = aaai98-ad, _publisher = aaai98-pub, month = aaai98-mon, _pages = "173--180" }