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Note: Links lead to the DBLP on the Web. Daphne Koller Benjamin Taskar , Ming Fai Wong , Daphne Koller: Learning on the Test Data: Leveraging Unseen Features. ICML 2003 : 744-751 Carlos Guestrin , Daphne Koller, Chris Gearhart , Neal Kanodia : Generalizing Plans to New Environments in Relational MDPs. IJCAI 2003 : 1003-1010 Michael Montemerlo , Sebastian Thrun , Daphne Koller, Ben Wegbreit : FastSLAM 2.0: An Improved Particle Filtering Algorithm for Simultaneous Localization and Mapping that Provably Converges. IJCAI 2003 : 1151-1156 Ben Blum , Christian R. Shelton , Daphne Koller: A Continuation Method for Nash Equilibria in Structured Games. IJCAI 2003 : 757-764 Eran Segal , H. Wang , Daphne Koller: Discovering molecular pathways from protein interaction and gene expression data. ISMB (Supplement of Bioinformatics) 2003 : 264-272 Eran Segal , R. Yelensky , Daphne Koller: Genome-wide discovery of transcriptional modules from DNA sequence and gene expression. ISMB (Supplement of Bioinformatics) 2003 : 273-282 Daphne Koller: Statistical learning from relational data. KDD 2003 : 4 Eran Segal , A. Battle , Daphne Koller: Decomposing Gene Expression into Cellular Processes. Pacific Symposium on Biocomputing 2003 : 89-100 Uri Nodelman , Christian R. Shelton , Daphne Koller: Learning Continuous Time Bayesian Networks. UAI 2003 : 451-458 Eran Segal , Dana Pe'er , Aviv Regev , Daphne Koller, Nir Friedman : Learning Module Networks. UAI 2003 : 525-534 Nir Friedman , Daphne Koller: Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks. Machine Learning 50 (1-2): 95-125 (2003) Carlos Guestrin , Shobha Venkataraman , Daphne Koller: Context-Specific Multiagent Coordination and Planning with Factored MDPs. AAAI/IAAI 2002 : 253-259 David Vickrey , Daphne Koller: Multi-Agent Algorithms for Solving Graphical Games. AAAI/IAAI 2002 : 345-351 Michael Montemerlo , Sebastian Thrun , Daphne Koller, Ben Wegbreit : FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem. AAAI/IAAI 2002 : 593-598 Eran Segal , Yoseph Barash , Itamar Simon , Nir Friedman , Daphne Koller: From promoter sequence to expression: a probabilistic framework. RECOMB 2002 : 263-272 Eran Segal , Daphne Koller: Probabilistic hierarchical clustering for biological data. RECOMB 2002 : 273-280 Dragomir Anguelov , Rahul Biswas , Daphne Koller, Benson Limketkai , Sebastian Thrun : Learning Hierarchical Object Maps of Non-Stationary Environments with Mobile Robots. UAI 2002 : 10-17 Uri Lerner , Brooks Moses , Scott Maricia , Sheila A. McIlraith , Daphne Koller: Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net. UAI 2002 : 301-310 Uri Nodelman , Christian R. Shelton , Daphne Koller: Continuous Time Bayesian Networks. UAI 2002 : 378-387 Ben Tasker , Abbeel Pieter , Daphne Koller: Discriminative Probabilistic Models for Relational Data. UAI 2002 : 485-492 Lise Getoor , Nir Friedman , Daphne Koller, Benjamin Taskar : Learning Probabilistic Models of Link Structure. Journal of Machine Learning Research 3 : 679-707 (2002) Jack S. Breese , Daphne Koller: UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, University of Washington, Seattle, Washington, USA, August 2-5, 2001 Morgan Kaufmann 2001 Lise Getoor , Nir Friedman , Daphne Koller, Benjamin Taskar : Learning Probabilistic Models of Relational Structure. ICML 2001 : 170-177 Urszula Chajewska , Daphne Koller, Dirk Ormoneit : Learning an Agent's Utility Function by Observing Behavior. ICML 2001 : 35-42 Daphne Koller, Brian Milch : Multi-Agent Influence Diagrams for Representing and Solving Games. IJCAI 2001 : 1027-1036 Carlos Guestrin , Daphne Koller, Ronald Parr : Max-norm Projections for Factored MDPs. IJCAI 2001 : 673-682 Simon Tong , Daphne Koller: Active Learning for Structure in Bayesian Networks. IJCAI 2001 : 863-869 Benjamin Taskar , Eran Segal , Daphne Koller: Probabilistic Classification and Clustering in Relational Data. IJCAI 2001 : 870-878 Eran Segal , Benjamin Taskar , Audrey Gasch , Nir Friedman , Daphne Koller: Rich probabilistic models for gene expression. ISMB (Supplement of Bioinformatics) 2001 : 243-252 Carlos Guestrin , Daphne Koller, Ronald Parr : Multiagent Planning with Factored MDPs. NIPS 2001 : 1523-1530 Eran Segal , Daphne Koller, Dirk Ormoneit : Probabilistic Abstraction Hierarchies. NIPS 2001 : 913-920 Lise Getoor , Benjamin Taskar , Daphne Koller: Selectivity Estimation using Probabilistic Models. SIGMOD Conference 2001 Uri Lerner , Eran Segal , Daphne Koller: Exact Inference in Networks with Discrete Children of Continuous Parents. UAI 2001 : 319-328 Simon Tong , Daphne Koller: Support Vector Machine Active Learning with Applications to Text Classification. Journal of Machine Learning Research 2 : 45-66 (2001) Urszula Chajewska , Daphne Koller, Ronald Parr : Making Rational Decisions Using Adaptive Utility Elicitation. AAAI/IAAI 2000 : 363-369 Uri Lerner , Ronald Parr , Daphne Koller, Gautam Biswas : Bayesian Fault Detection and Diagnosis in Dynamic Systems. AAAI/IAAI 2000 : 531-537 Avi Pfeffer , Daphne Koller: Semantics and Inference for Recursive Probability Models. AAAI/IAAI 2000 : 538-544 Simon Tong , Daphne Koller: Restricted Bayes Optimal Classifiers. AAAI/IAAI 2000 : 658-664 Simon Tong , Daphne Koller: Support Vector Machine Active Learning with Application sto Text Classification. ICML 2000 : 999-1006 Gal Elidan , Noam Lotner , Nir Friedman , Daphne Koller: Discovering Hidden Variables: A Structure-Based Approach. NIPS 2000 : 479-485 Simon Tong , Daphne Koller: Active Learning for Parameter Estimation in Bayesian Networks. NIPS 2000 : 647-653 Marie desJardins , Lise Getoor , Daphne Koller: Using Feature Hierarchies in Bayesian Network Learning. SARA 2000 : 260-270 Nir Friedman , Daphne Koller: Being Bayesian about Network Structure. UAI 2000 : 201-210 Daphne Koller, Ronald Parr : Policy Iteration for Factored MDPs. UAI 2000 : 326-334 Brian Milch , Daphne Koller: Probabilistic Models for Agent's Beliefs and Decisions. UAI 2000 : 389-396 Urszula Chajewska , Daphne Koller: Utilities as Random Variables: Density Estimation and Structure Discovery. UAI 2000 : 63-71 Nir Friedman , Joseph Y. Halpern , Daphne Koller: First-order conditional logic for default reasoning revisited. ACM Trans. Comput. Log. 1 (2): 175-207 (2000) Xavier Boyen , Daphne Koller: Exploiting the Architecture of Dynamic Systems. AAAI/IAAI 1999 : 313-320 Nir Friedman , Lise Getoor , Daphne Koller, Avi Pfeffer : Learning Probabilistic Relational Models. IJCAI 1999 : 1300-1309 Daphne Koller, Ronald Parr : Computing Factored Value Functions for Policies in Structured MDPs. IJCAI 1999 : 1332-1339 Michael J. Kearns , Daphne Koller: Efficient Reinforcement Learning in Factored MDPs. IJCAI 1999 : 740-747 Daphne Koller: Probabilistic Relational Models. ILP 1999 : 3-13 Andrew Y. Ng , Ronald Parr , Daphne Koller: Policy Search via Density Estimation. NIPS 1999 : 1022-1028 Andrés Rodriguez , Ronald Parr , Daphne Koller: Reinforcement Learning Using Approximate Belief States. NIPS 1999 : 1036-1042 Daphne Koller, Uri Lerner , Dragomir Angelov : A General Algorithm for Approximate Inference and Its Application to Hybrid Bayes Nets. UAI 1999 : 324-333 Avi Pfeffer , Daphne Koller, Brian Milch , Ken T. Takusagawa : SPOOK: A system for probabilistic object-oriented knowledge representation. UAI 1999 : 541-550 Xavier Boyen , Nir Friedman , Daphne Koller: Discovering the Hidden Structure of Complex Dynamic Systems. UAI 1999 : 91-100 Daphne Koller: Structured Probabilistic Models: Bayesian Networks and Beyond. AAAI/IAAI 1998 : 1210-1211 Nir Friedman , Daphne Koller, Avi Pfeffer : Structured Representation of Complex Stochastic Systems. AAAI/IAAI 1998 : 157-164 Daphne Koller, Avi Pfeffer : Probabilistic Frame-Based Systems. AAAI/IAAI 1998 : 580-587 Daphne Koller, Raya Fratkina : Using Learning for Approximation in Stochastic Processes. ICML 1998 : 287-295 Xavier Boyen , Daphne Koller: Approximate Learning of Dynamic Models. NIPS 1998 : 396-402 Xavier Boyen , Daphne Koller: Tractable Inference for Complex Stochastic Processes. UAI 1998 : 33-42 Daphne Koller, Alon Y. Levy , Avi Pfeffer : P-CLASSIC: A Tractable Probablistic Description Logic. AAAI/IAAI 1997 : 390-397 Daphne Koller, David A. McAllester , Avi Pfeffer : Effective Bayesian Inference for Stochastic Programs. AAAI/IAAI 1997 : 740-747 Daphne Koller, Mehran Sahami : Hierarchically Classifying Documents Using Very Few Words. ICML 1997 : 170-178 Daphne Koller, Avi Pfeffer : Learning Probabilities for Noisy First-Order Rules. IJCAI 1997 : 1316-1323 Eric Bauer , Daphne Koller, Yoram Singer : Update Rules for Parameter Estimation in Bayesian Networks. UAI 1997 : 3-13 Daphne Koller, Avi Pfeffer : Object-Oriented Bayesian Networks. UAI 1997 : 302-313 Alexander V. Kozlov , Daphne Koller: Nonuniform Dynamic Discretization in Hybrid Networks. UAI 1997 : 314-325 Daniela Florescu , Daphne Koller, Alon Y. Levy : Using Probabilistic Information in Data Integration. VLDB 1997 : 216-225 Daphne Koller, Avi Pfeffer : Representations and Solutions for Game-Theoretic Problems. Artif. Intell. 94 (1-2): 167-215 (1997) David R. Karger , Daphne Koller: (De)randomized Construction of Small Sample Spaces in NC. J. Comput. Syst. Sci. 55 (3): 402-413 (1997) John Binder , Daphne Koller, Stuart J. Russell , Keiji Kanazawa : Adaptive Probabilistic Networks with Hidden Variables. Machine Learning 29 (2-3): 213-244 (1997) Daphne Koller, Joseph Y. Halpern : Irrelevance and Conditioning in First-Order Probabilistic Logic. AAAI/IAAI, Vol. 1 1996 : 569-576 Nir Friedman , Joseph Y. Halpern , Daphne Koller: First-Order Conditional Logic Revisited. AAAI/IAAI, Vol. 2 1996 : 1305-1312 Daphne Koller, Mehran Sahami : Toward Optimal Feature Selection. ICML 1996 : 284-292 Craig Boutilier , Nir Friedman , Moisés Goldszmidt , Daphne Koller: Context-Specific Independence in Bayesian Networks. UAI 1996 : 115-123 Daphne Koller: Structured Representations and Intractability. ACM Comput. Surv. 28 (4es): 8 (1996) Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: From Statistical Knowledge Bases to Degrees of Belief. Artif. Intell. 87 (1-2): 75-143 (1996) Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Asymptotic Conditional Probabilities: The Non-Unary Case. J. Symb. Log. 61 (1): 250-276 (1996) Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Asymptotic Conditional Probabilities: The Unary Case. SIAM J. Comput. 25 (1): 1-51 (1996) Sabine Glesner , Daphne Koller: Constructing Flexible Dynamic Belief Networks from First-Order Probalistic Knowledge Bases. ECSQARU 1995 : 217-226 Quang-Tuan Luong , J. Weber , Daphne Koller, Jitendra Malik : An Integrated Stereo-Based Approach to Automatic Vehicle Guidance. ICCV 1995 : 52-57 Stuart J. Russell , John Binder , Daphne Koller, Keiji Kanazawa : Local Learning in Probabilistic Networks with Hidden Variables. IJCAI 1995 : 1146-1152 Daphne Koller, Avi Pfeffer : Generating and Solving Imperfect Information Games. IJCAI 1995 : 1185-1193 Joseph Y. Halpern , Daphne Koller: Representation Dependence in Probabilistic Inference. IJCAI 1995 : 1853-1861 Joan Feigenbaum , Daphne Koller, Peter W. Shor : A Game-Theoretic Classification of Interactive Complexity Classes. Structure in Complexity Theory Conference 1995 : 227-237 Keiji Kanazawa , Daphne Koller, Stuart J. Russell : Stochastic simulation algorithms for dynamic probabilistic networks. UAI 1995 : 346-351 Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Forming Beliefs about a Changing World. AAAI 1994 : 222-229 Timothy Huang , Daphne Koller, Jitendra Malik , Gary H. Ogasawara , B. Rao , Stuart J. Russell , J. Weber : Automatic Symbolic Traffic Scene Analysis Using Belief Networks. AAAI 1994 : 966-972 David R. Karger , Daphne Koller: (De)randomized Construction of Small Sample Spaces in \calNC FOCS 1994 : 252-263 Daphne Koller, Nimrod Megiddo , Bernhard von Stengel : Fast algorithms for finding randomized strategies in game trees. STOC 1994 : 750-759 Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Generating New Beliefs from Old. UAI 1994 : 37-45 Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: A Response to "Believing on the Basis of the Evidence". Computational Intelligence 10 : 21-25 (1994) Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Random Worlds and Maximum Entropy. JAIR 2 : 33-88 (1994) Daphne Koller, Nimrod Megiddo : Constructing Small Sample Spaces Satisfying Given Constants. SIAM J. Discrete Math. 7 (2): 260-274 (1994) Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Generating Degrees of Belief from Statistical Information: An Overview. FSTTCS 1993 : 318-325 Fahiem Bacchus , Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Statistical Foundations for Default Reasoning. IJCAI 1993 : 563-569 Daphne Koller, Nimrod Megiddo : Constructing small sample spaces satisfying given constraints. STOC 1993 : 268-277 David R. Karger , Daphne Koller, Steven J. Phillips : Finding the Hidden Path: Time Bounds for All-Pairs Shortest Paths. SIAM J. Comput. 22 (6): 1199-1217 (1993) Fahiem Bacchus , Adam J. Grove , Daphne Koller, Joseph Y. Halpern : From Statistics to Beliefs. AAAI 1992 : 602-608 Daphne Koller, Joseph Y. Halpern : A Logic for Approximate Reasoning. KR 1992 : 153-164 Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Random Worlds and Maximum Entropy LICS 1992 : 22-33 Adam J. Grove , Joseph Y. Halpern , Daphne Koller: Asymptotic Conditional Probabilities for First-Order Logic STOC 1992 : 294-305 David R. Karger , Daphne Koller, Steven J. Phillips : Finding the Hidden Path: Time Bounds for All-Pairs Shortest Paths FOCS 1991 : 560-568 Adam J. Grove , Daphne Koller: Probability Estimation in Face of Irrelevant Information. UAI 1991 : 127-134 Amotz Bar-Noy , Danny Dolev , Daphne Koller, David Peleg : Fault-Tolerant Critical Section Management in Asynchronous Environments Inf. Comput. 95 (1): 1-20 (1991) Amotz Bar-Noy , Danny Dolev , Daphne Koller, David Peleg : Fault-Tolerant Critical Section Management in Asynchronous Networks. WDAG 1989 : 13-23 Hagit Attiya , Amotz Bar-Noy , Danny Dolev , Daphne Koller, David Peleg , Rüdiger Reischuk : Achievable Cases in an Asynchronous Environment (Extended Abstract) FOCS 1987 : 337-346 1 [ 56 ] 2 [ 94 ] 3 [ 1 ] 4 [ 9 ] [ 12 ] [ 13 ] [ 16 ] [ 17 ] [ 21 ] [ 31 ] 5 [ 1 ] [ 2 ] [ 3 ] 6 [ 96 ] 7 [ 103 ] 8 [ 43 ] 9 [ 26 ] [ 37 ] 10 [ 75 ] 11 [ 94 ] 12 [ 107 ] 13 [ 33 ] 14 [ 48 ] [ 49 ] [ 54 ] [ 63 ] 15 [ 89 ] 16 [ 65 ] [ 76 ] [ 87 ] 17 [ 1 ] [ 2 ] [ 3 ] 18 [ 71 ] 19 [ 23 ] 20 [ 40 ] 21 [ 50 ] 22 [ 33 ] [ 35 ] [ 52 ] [ 54 ] [ 62 ] [ 64 ] [ 68 ] [ 71 ] [ 82 ] [ 88 ] [ 90 ] [ 96 ] [ 100 ] [ 101 ] 23 [ 82 ] 24 [ 109 ] 25 [ 62 ] [ 69 ] [ 79 ] [ 88 ] [ 90 ] 26 [ 28 ] 27 [ 33 ] 28 [ 4 ] [ 6 ] [ 7 ] [ 9 ] [ 12 ] [ 13 ] [ 15 ] [ 16 ] [ 17 ] [ 21 ] [ 29 ] [ 30 ] [ 31 ] 29 [ 81 ] [ 85 ] [ 99 ] [ 109 ] 30 [ 6 ] [ 7 ] [ 8 ] [ 9 ] [ 12 ] [ 13 ] [ 15 ] [ 16 ] [ 17 ] [ 21 ] [ 24 ] [ 29 ] [ 30 ] [ 31 ] [ 35 ] [ 36 ] [ 64 ] 31 [ 20 ] 32 [ 22 ] [ 26 ] [ 37 ] 33 [ 109 ] 34 [ 5 ] [ 10 ] [ 19 ] [ 38 ] 35 [ 60 ] 36 [ 41 ] 37 [ 56 ] [ 75 ] [ 78 ] [ 93 ] 38 [ 40 ] [ 47 ] 39 [ 94 ] 40 [ 71 ] 41 [ 27 ] 42 [ 20 ] [ 27 ] 43 [ 93 ] 44 [ 46 ] 45 [ 93 ] 46 [ 11 ] [ 14 ] [ 18 ] 47 [ 55 ] [ 66 ] [ 86 ] 48 [ 97 ] [ 108 ] 49 [ 93 ] 50 [ 58 ] 51 [ 92 ] [ 102 ] 52 [ 20 ] 53 [ 80 ] [ 87 ] 54 [ 57 ] [ 58 ] [ 61 ] [ 67 ] [ 75 ] [ 76 ] [ 81 ] [ 85 ] 55 [ 101 ] 56 [ 1 ] [ 2 ] [ 3 ] 57 [ 25 ] [ 39 ] [ 42 ] [ 44 ] [ 46 ] [ 47 ] [ 51 ] [ 52 ] [ 55 ] [ 62 ] [ 74 ] 58 [ 5 ] [ 10 ] 59 [ 91 ] 60 [ 20 ] 61 [ 101 ] 62 [ 1 ] 63 [ 57 ] 64 [ 20 ] [ 22 ] [ 26 ] [ 37 ] 65 [ 34 ] [ 45 ] 66 [ 78 ] [ 80 ] [ 82 ] [ 83 ] [ 95 ] [ 96 ] [ 101 ] [ 103 ] [ 105 ] [ 106 ] 67 [ 92 ] [ 102 ] [ 107 ] 68 [ 23 ] 69 [ 96 ] 70 [ 43 ] 71 [ 18 ] 72 [ 55 ] 73 [ 79 ] [ 82 ] [ 83 ] [ 88 ] [ 90 ] [ 110 ] 74 [ 91 ] 75 [ 94 ] [ 97 ] [ 108 ] 76 [ 70 ] [ 72 ] [ 73 ] [ 77 ] [ 84 ] 77 [ 99 ] 78 [ 98 ] 79 [ 106 ] 80 [ 20 ] [ 27 ] 81 [ 97 ] [ 108 ] 82 [ 110 ] 83 [ 105 ] 84 [ 69 ]  ©2004 Association for Computing Machinery |
