The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Daphne Koller: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Daniela Florescu, Daphne Koller, Alon Y. Levy
    Using Probabilistic Information in Data Integration. [Citation Graph (5, 10)][DBLP]
    VLDB, 1997, pp:216-225 [Conf]
  2. Daphne Koller, Alon Y. Levy, Avi Pfeffer
    P-CLASSIC: A Tractable Probablistic Description Logic. [Citation Graph (1, 0)][DBLP]
    AAAI/IAAI, 1997, pp:390-397 [Conf]
  3. Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Asymptotic Conditional Probabilities for First-Order Logic [Citation Graph (1, 0)][DBLP]
    STOC, 1992, pp:294-305 [Conf]
  4. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Forming Beliefs about a Changing World. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:222-229 [Conf]
  5. Fahiem Bacchus, Adam J. Grove, Daphne Koller, Joseph Y. Halpern
    From Statistics to Beliefs. [Citation Graph (0, 0)][DBLP]
    AAAI, 1992, pp:602-608 [Conf]
  6. Xavier Boyen, Daphne Koller
    Exploiting the Architecture of Dynamic Systems. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1999, pp:313-320 [Conf]
  7. Urszula Chajewska, Daphne Koller, Ronald Parr
    Making Rational Decisions Using Adaptive Utility Elicitation. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:363-369 [Conf]
  8. Nir Friedman, Joseph Y. Halpern, Daphne Koller
    First-Order Conditional Logic Revisited. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 2, 1996, pp:1305-1312 [Conf]
  9. Nir Friedman, Daphne Koller, Avi Pfeffer
    Structured Representation of Complex Stochastic Systems. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:157-164 [Conf]
  10. Carlos Guestrin, Shobha Venkataraman, Daphne Koller
    Context-Specific Multiagent Coordination and Planning with Factored MDPs. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:253-259 [Conf]
  11. Timothy Huang, Daphne Koller, Jitendra Malik, Gary H. Ogasawara, B. Rao, Stuart J. Russell, Joseph Weber
    Automatic Symbolic Traffic Scene Analysis Using Belief Networks. [Citation Graph (0, 0)][DBLP]
    AAAI, 1994, pp:966-972 [Conf]
  12. Daphne Koller
    Structured Probabilistic Models: Bayesian Networks and Beyond. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:1210-1211 [Conf]
  13. Daphne Koller, Joseph Y. Halpern
    Irrelevance and Conditioning in First-Order Probabilistic Logic. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 1, 1996, pp:569-576 [Conf]
  14. Daphne Koller, David A. McAllester, Avi Pfeffer
    Effective Bayesian Inference for Stochastic Programs. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1997, pp:740-747 [Conf]
  15. Daphne Koller, Avi Pfeffer
    Probabilistic Frame-Based Systems. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 1998, pp:580-587 [Conf]
  16. Uri Lerner, Ronald Parr, Daphne Koller, Gautam Biswas
    Bayesian Fault Detection and Diagnosis in Dynamic Systems. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:531-537 [Conf]
  17. Michael Montemerlo, Sebastian Thrun, Daphne Koller, Ben Wegbreit
    FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:593-598 [Conf]
  18. Avi Pfeffer, Daphne Koller
    Semantics and Inference for Recursive Probability Models. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:538-544 [Conf]
  19. Simon Tong, Daphne Koller
    Restricted Bayes Optimal Classifiers. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:658-664 [Conf]
  20. David Vickrey, Daphne Koller
    Multi-Agent Algorithms for Solving Graphical Games. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:345-351 [Conf]
  21. Daphne Koller
    Multi-Agent Planning in Complex Uncertain Environments. [Citation Graph (0, 0)][DBLP]
    AAMAS, 2004, pp:2- [Conf]
  22. Joan Feigenbaum, Daphne Koller, Peter W. Shor
    A Game-Theoretic Classification of Interactive Complexity Classes. [Citation Graph (0, 0)][DBLP]
    Structure in Complexity Theory Conference, 1995, pp:227-237 [Conf]
  23. Dragomir Anguelov, Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Dinkar Gupta, Geremy Heitz, Andrew Y. Ng
    Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2005, pp:169-176 [Conf]
  24. Gal Elidan, Geremy Heitz, Daphne Koller
    Learning Object Shape: From Drawings to Images. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2006, pp:2064-2071 [Conf]
  25. Jim Rodgers, Dragomir Anguelov, Hoi-Cheung Pang, Daphne Koller
    Object Pose Detection in Range Scan Data. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2006, pp:2445-2452 [Conf]
  26. Sabine Glesner, Daphne Koller
    Constructing Flexible Dynamic Belief Networks from First-Order Probalistic Knowledge Bases. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 1995, pp:217-226 [Conf]
  27. Hagit Attiya, Amotz Bar-Noy, Danny Dolev, Daphne Koller, David Peleg, Rüdiger Reischuk
    Achievable Cases in an Asynchronous Environment (Extended Abstract) [Citation Graph (0, 0)][DBLP]
    FOCS, 1987, pp:337-346 [Conf]
  28. David R. Karger, Daphne Koller
    (De)randomized Construction of Small Sample Spaces in \calNC [Citation Graph (0, 0)][DBLP]
    FOCS, 1994, pp:252-263 [Conf]
  29. David R. Karger, Daphne Koller, Steven J. Phillips
    Finding the Hidden Path: Time Bounds for All-Pairs Shortest Paths [Citation Graph (0, 0)][DBLP]
    FOCS, 1991, pp:560-568 [Conf]
  30. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Generating Degrees of Belief from Statistical Information: An Overview. [Citation Graph (0, 0)][DBLP]
    FSTTCS, 1993, pp:318-325 [Conf]
  31. Quang-Tuan Luong, Joseph Weber, Daphne Koller, Jitendra Malik
    An Integrated Stereo-Based Approach to Automatic Vehicle Guidance. [Citation Graph (0, 0)][DBLP]
    ICCV, 1995, pp:52-57 [Conf]
  32. Urszula Chajewska, Daphne Koller, Dirk Ormoneit
    Learning an Agent's Utility Function by Observing Behavior. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:35-42 [Conf]
  33. Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
    Learning Probabilistic Models of Relational Structure. [Citation Graph (0, 0)][DBLP]
    ICML, 2001, pp:170-177 [Conf]
  34. Daphne Koller, Raya Fratkina
    Using Learning for Approximation in Stochastic Processes. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:287-295 [Conf]
  35. Daphne Koller, Mehran Sahami
    Toward Optimal Feature Selection. [Citation Graph (0, 0)][DBLP]
    ICML, 1996, pp:284-292 [Conf]
  36. Daphne Koller, Mehran Sahami
    Hierarchically Classifying Documents Using Very Few Words. [Citation Graph (0, 0)][DBLP]
    ICML, 1997, pp:170-178 [Conf]
  37. Rajat Raina, Andrew Y. Ng, Daphne Koller
    Constructing informative priors using transfer learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:713-720 [Conf]
  38. Benjamin Taskar, Vassil Chatalbashev, Daphne Koller
    Learning associative Markov networks. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  39. Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin
    Learning structured prediction models: a large margin approach. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:896-903 [Conf]
  40. Benjamin Taskar, Ming Fai Wong, Daphne Koller
    Learning on the Test Data: Leveraging Unseen Features. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:744-751 [Conf]
  41. Simon Tong, Daphne Koller
    Support Vector Machine Active Learning with Application sto Text Classification. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:999-1006 [Conf]
  42. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Statistical Foundations for Default Reasoning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:563-569 [Conf]
  43. Ben Blum, Christian R. Shelton, Daphne Koller
    A Continuation Method for Nash Equilibria in Structured Games. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:757-764 [Conf]
  44. Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
    Learning Probabilistic Relational Models. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1300-1309 [Conf]
  45. Joseph Y. Halpern, Daphne Koller
    Representation Dependence in Probabilistic Inference. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1853-1861 [Conf]
  46. Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia
    Generalizing Plans to New Environments in Relational MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1003-1010 [Conf]
  47. Carlos Guestrin, Daphne Koller, Ronald Parr
    Max-norm Projections for Factored MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:673-682 [Conf]
  48. Michael J. Kearns, Daphne Koller
    Efficient Reinforcement Learning in Factored MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:740-747 [Conf]
  49. Daphne Koller, Brian Milch
    Multi-Agent Influence Diagrams for Representing and Solving Games. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:1027-1036 [Conf]
  50. Daphne Koller, Avi Pfeffer
    Generating and Solving Imperfect Information Games. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1185-1193 [Conf]
  51. Daphne Koller, Avi Pfeffer
    Learning Probabilities for Noisy First-Order Rules. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1997, pp:1316-1323 [Conf]
  52. Daphne Koller, Ronald Parr
    Computing Factored Value Functions for Policies in Structured MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1332-1339 [Conf]
  53. Michael Montemerlo, Sebastian Thrun, Daphne Koller, Ben Wegbreit
    FastSLAM 2.0: An Improved Particle Filtering Algorithm for Simultaneous Localization and Mapping that Provably Converges. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1151-1156 [Conf]
  54. Stuart J. Russell, John Binder, Daphne Koller, Keiji Kanazawa
    Local Learning in Probabilistic Networks with Hidden Variables. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:1146-1152 [Conf]
  55. Benjamin Taskar, Eran Segal, Daphne Koller
    Probabilistic Classification and Clustering in Relational Data. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:870-878 [Conf]
  56. Simon Tong, Daphne Koller
    Active Learning for Structure in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:863-869 [Conf]
  57. Daphne Koller
    Probabilistic Relational Models. [Citation Graph (0, 0)][DBLP]
    ILP, 1999, pp:3-13 [Conf]
  58. Eran Segal, Benjamin Taskar, Audrey Gasch, Nir Friedman, Daphne Koller
    Rich probabilistic models for gene expression. [Citation Graph (0, 0)][DBLP]
    ISMB (Supplement of Bioinformatics), 2001, pp:243-252 [Conf]
  59. Eran Segal, Haidong Wang, Daphne Koller
    Discovering molecular pathways from protein interaction and gene expression data. [Citation Graph (0, 0)][DBLP]
    ISMB (Supplement of Bioinformatics), 2003, pp:264-272 [Conf]
  60. Eran Segal, R. Yelensky, Daphne Koller
    Genome-wide discovery of transcriptional modules from DNA sequence and gene expression. [Citation Graph (0, 0)][DBLP]
    ISMB (Supplement of Bioinformatics), 2003, pp:273-282 [Conf]
  61. Daphne Koller
    Statistical learning from relational data. [Citation Graph (0, 0)][DBLP]
    KDD, 2003, pp:4- [Conf]
  62. Daphne Koller, Joseph Y. Halpern
    A Logic for Approximate Reasoning. [Citation Graph (0, 0)][DBLP]
    KR, 1992, pp:153-164 [Conf]
  63. Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Random Worlds and Maximum Entropy [Citation Graph (0, 0)][DBLP]
    LICS, 1992, pp:22-33 [Conf]
  64. David Vickrey, Luke Biewald, Marc Teyssier, Daphne Koller
    Word-Sense Disambiguation for Machine Translation. [Citation Graph (0, 0)][DBLP]
    HLT/EMNLP, 2005, pp:- [Conf]
  65. Dragomir Anguelov, Praveen Srinivasan, Hoi-Cheung Pang, Daphne Koller, Sebastian Thrun, James Davis
    The Correlated Correspondence Algorithm for Unsupervised Registration of Nonrigid Surfaces. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  66. Xavier Boyen, Daphne Koller
    Approximate Learning of Dynamic Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:396-402 [Conf]
  67. Gal Elidan, Noam Lotner, Nir Friedman, Daphne Koller
    Discovering Hidden Variables: A Structure-Based Approach. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:479-485 [Conf]
  68. Carlos Guestrin, Daphne Koller, Ronald Parr
    Multiagent Planning with Factored MDPs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:1523-1530 [Conf]
  69. Andrew Y. Ng, Ronald Parr, Daphne Koller
    Policy Search via Density Estimation. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:1022-1028 [Conf]
  70. Andrés Rodríguez, Ronald Parr, Daphne Koller
    Reinforcement Learning Using Approximate Belief States. [Citation Graph (0, 0)][DBLP]
    NIPS, 1999, pp:1036-1042 [Conf]
  71. Eran Segal, Daphne Koller, Dirk Ormoneit
    Probabilistic Abstraction Hierarchies. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:913-920 [Conf]
  72. Benjamin Taskar, Carlos Guestrin, Daphne Koller
    Max-Margin Markov Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  73. Benjamin Taskar, Ming Fai Wong, Pieter Abbeel, Daphne Koller
    Link Prediction in Relational Data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  74. Simon Tong, Daphne Koller
    Active Learning for Parameter Estimation in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:647-653 [Conf]
  75. Haidong Wang, Eran Segal, Asa Ben-Hur, Daphne Koller, Douglas L. Brutlag
    Identifying Protein-Protein Interaction Sites on a Genome-Wide Scale. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  76. Eran Segal, Alexis Battle, Daphne Koller
    Decomposing Gene Expression into Cellular Processes. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2003, pp:89-100 [Conf]
  77. Alexis Battle, Eran Segal, Daphne Koller
    Probabilistic discovery of overlapping cellular processes and their regulation. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2004, pp:167-176 [Conf]
  78. Eran Segal, Yoseph Barash, Itamar Simon, Nir Friedman, Daphne Koller
    From promoter sequence to expression: a probabilistic framework. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2002, pp:263-272 [Conf]
  79. Eran Segal, Daphne Koller
    Probabilistic hierarchical clustering for biological data. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2002, pp:273-280 [Conf]
  80. Marie desJardins, Lise Getoor, Daphne Koller
    Using Feature Hierarchies in Bayesian Network Learning. [Citation Graph (0, 0)][DBLP]
    SARA, 2000, pp:260-270 [Conf]
  81. Lise Getoor, Benjamin Taskar, Daphne Koller
    Selectivity Estimation using Probabilistic Models. [Citation Graph (0, 0)][DBLP]
    SIGMOD Conference, 2001, pp:461-472 [Conf]
  82. Daphne Koller, Nimrod Megiddo
    Constructing small sample spaces satisfying given constraints. [Citation Graph (0, 0)][DBLP]
    STOC, 1993, pp:268-277 [Conf]
  83. Daphne Koller, Nimrod Megiddo, Bernhard von Stengel
    Fast algorithms for finding randomized strategies in game trees. [Citation Graph (0, 0)][DBLP]
    STOC, 1994, pp:750-759 [Conf]
  84. Xavier Boyen, Nir Friedman, Daphne Koller
    Discovering the Hidden Structure of Complex Dynamic Systems. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:91-100 [Conf]
  85. Xavier Boyen, Daphne Koller
    Tractable Inference for Complex Stochastic Processes. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:33-42 [Conf]
  86. Dragomir Anguelov, Rahul Biswas, Daphne Koller, Benson Limketkai, Sebastian Thrun
    Learning Hierarchical Object Maps of Non-Stationary Environments with Mobile Robots. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:10-17 [Conf]
  87. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Generating New Beliefs from Old. [Citation Graph (0, 0)][DBLP]
    UAI, 1994, pp:37-45 [Conf]
  88. Eric Bauer, Daphne Koller, Yoram Singer
    Update Rules for Parameter Estimation in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1997, pp:3-13 [Conf]
  89. Craig Boutilier, Nir Friedman, Moisés Goldszmidt, Daphne Koller
    Context-Specific Independence in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1996, pp:115-123 [Conf]
  90. Urszula Chajewska, Daphne Koller
    Utilities as Random Variables: Density Estimation and Structure Discovery. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:63-71 [Conf]
  91. Nir Friedman, Daphne Koller
    Being Bayesian about Network Structure. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:201-210 [Conf]
  92. Adam J. Grove, Daphne Koller
    Probability Estimation in Face of Irrelevant Information. [Citation Graph (0, 0)][DBLP]
    UAI, 1991, pp:127-134 [Conf]
  93. Daphne Koller, Uri Lerner, Dragomir Anguelov
    A General Algorithm for Approximate Inference and Its Application to Hybrid Bayes Nets. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:324-333 [Conf]
  94. Daphne Koller, Ronald Parr
    Policy Iteration for Factored MDPs. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:326-334 [Conf]
  95. Daphne Koller, Avi Pfeffer
    Object-Oriented Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1997, pp:302-313 [Conf]
  96. Alexander V. Kozlov, Daphne Koller
    Nonuniform Dynamic Discretization in Hybrid Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1997, pp:314-325 [Conf]
  97. Keiji Kanazawa, Daphne Koller, Stuart J. Russell
    Stochastic simulation algorithms for dynamic probabilistic networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1995, pp:346-351 [Conf]
  98. Uri Lerner, Brooks Moses, Scott Maricia, Sheila A. McIlraith, Daphne Koller
    Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:301-310 [Conf]
  99. Uri Lerner, Eran Segal, Daphne Koller
    Exact Inference in Networks with Discrete Children of Continuous Parents. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:319-328 [Conf]
  100. Uri Nodelman, Christian R. Shelton, Daphne Koller
    Continuous Time Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:378-387 [Conf]
  101. Uri Nodelman, Christian R. Shelton, Daphne Koller
    Learning Continuous Time Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:451-458 [Conf]
  102. Brian Milch, Daphne Koller
    Probabilistic Models for Agent's Beliefs and Decisions. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:389-396 [Conf]
  103. Avi Pfeffer, Daphne Koller, Brian Milch, Ken T. Takusagawa
    SPOOK: A system for probabilistic object-oriented knowledge representation. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:541-550 [Conf]
  104. Eran Segal, Dana Pe'er, Aviv Regev, Daphne Koller, Nir Friedman
    Learning Module Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:525-534 [Conf]
  105. Benjamin Taskar, Pieter Abbeel, Daphne Koller
    Discriminative Probabilistic Models for Relational Data. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:485-492 [Conf]
  106. Amotz Bar-Noy, Danny Dolev, Daphne Koller, David Peleg
    Fault-Tolerant Critical Section Management in Asynchronous Networks. [Citation Graph (0, 0)][DBLP]
    WDAG, 1989, pp:13-23 [Conf]
  107. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    From Statistical Knowledge Bases to Degrees of Belief. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1996, v:87, n:1-2, pp:75-143 [Journal]
  108. Daphne Koller, Avi Pfeffer
    Representations and Solutions for Game-Theoretic Problems. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:94, n:1-2, pp:167-215 [Journal]
  109. Lise Getoor, Jeanne T. Rhee, Daphne Koller, Peter Small
    Understanding tuberculosis epidemiology using structured statistical models. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2004, v:30, n:3, pp:233-256 [Journal]
  110. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    A Response to "Believing on the Basis of the Evidence". [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1994, v:10, n:, pp:21-25 [Journal]
  111. Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    From Statistical Knowledge Bases to Degrees of Belief [Citation Graph (0, 0)][DBLP]
    CoRR, 2003, v:0, n:, pp:- [Journal]
  112. Joseph Y. Halpern, Daphne Koller
    Representation Dependence in Probabilistic Inference [Citation Graph (0, 0)][DBLP]
    CoRR, 2003, v:0, n:, pp:- [Journal]
  113. Nir Friedman, Joseph Y. Halpern, Daphne Koller
    First-Order Conditional Logic Revisited [Citation Graph (0, 0)][DBLP]
    CoRR, 1998, v:0, n:, pp:- [Journal]
  114. Daphne Koller
    Structured Representations and Intractability. [Citation Graph (0, 0)][DBLP]
    ACM Comput. Surv., 1996, v:28, n:4es, pp:8- [Journal]
  115. Amotz Bar-Noy, Danny Dolev, Daphne Koller, David Peleg
    Fault-Tolerant Critical Section Management in Asynchronous Environments [Citation Graph (0, 0)][DBLP]
    Inf. Comput., 1991, v:95, n:1, pp:1-20 [Journal]
  116. Sebastian Thrun, Yufeng Liu, Daphne Koller, Andrew Y. Ng, Zoubin Ghahramani, Hugh F. Durrant-Whyte
    Simultaneous Localization and Mapping with Sparse Extended Information Filters. [Citation Graph (0, 0)][DBLP]
    I. J. Robotic Res., 2004, v:23, n:7-8, pp:693-716 [Journal]
  117. Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Random Worlds and Maximum Entropy. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1994, v:2, n:, pp:33-88 [Journal]
  118. Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
    Efficient Solution Algorithms for Factored MDPs. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2003, v:19, n:, pp:399-468 [Journal]
  119. Joseph Y. Halpern, Daphne Koller
    Representation Dependence in Probabilistic Inference. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2004, v:21, n:, pp:319-356 [Journal]
  120. David R. Karger, Daphne Koller
    (De)randomized Construction of Small Sample Spaces in NC. [Citation Graph (0, 0)][DBLP]
    J. Comput. Syst. Sci., 1997, v:55, n:3, pp:402-413 [Journal]
  121. Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
    Learning Probabilistic Models of Link Structure. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2002, v:3, n:, pp:679-707 [Journal]
  122. Simon Tong, Daphne Koller
    Support Vector Machine Active Learning with Applications to Text Classification. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2001, v:2, n:, pp:45-66 [Journal]
  123. Eran Segal, Dana Pe'er, Aviv Regev, Daphne Koller, Nir Friedman
    Learning Module Networks. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:557-588 [Journal]
  124. Pieter Abbeel, Daphne Koller, Andrew Y. Ng
    Learning Factor Graphs in Polynomial Time and Sample Complexity. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:1743-1788 [Journal]
  125. Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Asymptotic Conditional Probabilities: The Non-Unary Case. [Citation Graph (0, 0)][DBLP]
    J. Symb. Log., 1996, v:61, n:1, pp:250-276 [Journal]
  126. John Binder, Daphne Koller, Stuart J. Russell, Keiji Kanazawa
    Adaptive Probabilistic Networks with Hidden Variables. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1997, v:29, n:2-3, pp:213-244 [Journal]
  127. Nir Friedman, Daphne Koller
    Being Bayesian About Network Structure. A Bayesian Approach to Structure Discovery in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2003, v:50, n:1-2, pp:95-125 [Journal]
  128. Adam J. Grove, Joseph Y. Halpern, Daphne Koller
    Asymptotic Conditional Probabilities: The Unary Case. [Citation Graph (0, 0)][DBLP]
    SIAM J. Comput., 1996, v:25, n:1, pp:1-51 [Journal]
  129. David R. Karger, Daphne Koller, Steven J. Phillips
    Finding the Hidden Path: Time Bounds for All-Pairs Shortest Paths. [Citation Graph (0, 0)][DBLP]
    SIAM J. Comput., 1993, v:22, n:6, pp:1199-1217 [Journal]
  130. Daphne Koller, Nimrod Megiddo
    Constructing Small Sample Spaces Satisfying Given Constants. [Citation Graph (0, 0)][DBLP]
    SIAM J. Discrete Math., 1994, v:7, n:2, pp:260-274 [Journal]
  131. Nir Friedman, Joseph Y. Halpern, Daphne Koller
    First-order conditional logic for default reasoning revisited. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Comput. Log., 2000, v:1, n:2, pp:175-207 [Journal]
  132. Dragomir Anguelov, Praveen Srinivasan, Daphne Koller, Sebastian Thrun, Jim Rodgers, James Davis
    SCAPE: shape completion and animation of people. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Graph., 2005, v:24, n:3, pp:408-416 [Journal]
  133. Su-In Lee, Vassil Chatalbashev, David Vickrey, Daphne Koller
    Learning a meta-level prior for feature relevance from multiple related tasks. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:489-496 [Conf]
  134. Dragomir Anguelov, Daphne Koller, Evan Parker, Sebastian Thrun
    Detecting and Modeling Doors with Mobile Robots. [Citation Graph (0, 0)][DBLP]
    ICRA, 2004, pp:3777-3784 [Conf]
  135. John Duchi, Daniel Tarlow, Gal Elidan, Daphne Koller
    Using Combinatorial Optimization within Max-Product Belief Propagation. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:369-376 [Conf]
  136. Su-In Lee, Varun Ganapathi, Daphne Koller
    Efficient Structure Learning of Markov Networks using $L_1$-Regularization. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:817-824 [Conf]
  137. Alexis Battle, Gal Chechik, Daphne Koller
    Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:121-128 [Conf]
  138. Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbeel, Daphne Koller
    Max-margin classification of incomplete data. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:233-240 [Conf]
  139. Uri Nodelman, Christian R. Shelton, Daphne Koller
    Expectation Maximization and Complex Duration Distributions for Continuous Time Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:- [Conf]
  140. Uri Nodelman, Daphne Koller, Christian R. Shelton
    Expectation Propagation for Continuous Time Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:431-440 [Conf]
  141. Marc Teyssier, Daphne Koller
    Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:548-549 [Conf]
  142. Dragomir Anguelov, Daphne Koller, Hoi-Cheung Pang, Praveen Srinivasan, Sebastian Thrun
    Recovering Articulated Object Models from 3D Range Data. [Citation Graph (0, 0)][DBLP]
    UAI, 2004, pp:18-26 [Conf]
  143. Pieter Abbeel, Daphne Koller, Andrew Y. Ng
    Learning Factor Graphs in Polynomial Time & Sample Complexity. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:1-9 [Conf]
  144. Tal El-Hay, Nir Friedman, Daphne Koller, Raz Kupferman
    Continuous Time Markov Networks. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]
  145. Gal Elidan, Ian McGraw, Daphne Koller
    Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing. [Citation Graph (0, 0)][DBLP]
    UAI, 2006, pp:- [Conf]
  146. Ben Blum, Christian R. Shelton, Daphne Koller
    A Continuation Method for Nash Equilibria in Structured Games. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2006, v:25, n:, pp:457-502 [Journal]

  147. Sentence Simplification for Semantic Role Labeling. [Citation Graph (, )][DBLP]


  148. Alphabet SOUP: A framework for approximate energy minimization. [Citation Graph (, )][DBLP]


  149. Learning Spatial Context: Using Stuff to Find Things. [Citation Graph (, )][DBLP]


  150. Non-Local Contrastive Objectives. [Citation Graph (, )][DBLP]


  151. Accelerated dual decomposition for MAP inference. [Citation Graph (, )][DBLP]


  152. Real-time identification and localization of body parts from depth images. [Citation Graph (, )][DBLP]


  153. Shape-Based Object Localization for Descriptive Classification. [Citation Graph (, )][DBLP]


  154. Cascaded Classification Models: Combining Models for Holistic Scene Understanding. [Citation Graph (, )][DBLP]


  155. Genovo: De Novo Assembly for Metagenomes. [Citation Graph (, )][DBLP]


  156. Constrained Approximate Maximum Entropy Learning of Markov Random Fields. [Citation Graph (, )][DBLP]


  157. Convex Point Estimation using Undirected Bayesian Transfer Hierarchies. [Citation Graph (, )][DBLP]


  158. Projected Subgradient Methods for Learning Sparse Gaussians. [Citation Graph (, )][DBLP]


  159. Online Word Games for Semantic Data Collection. [Citation Graph (, )][DBLP]


  160. Max-Margin Parsing. [Citation Graph (, )][DBLP]


  161. Discovering shared and individual latent structure in multiple time series [Citation Graph (, )][DBLP]


Search in 1.283secs, Finished in 1.295secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002