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Publications of "Judea Pearl" ( http://dblp.L3S.de/Authors/Judea_Pearl )

URL (Homepage):  http://bayes.cs.ucla.edu/jp_home.html  Author page on DBLP  Author page in RDF  Community of Judea Pearl in ASPL-2

Publication years (Num. hits)
1971-1977 (18) 1979-1982 (18) 1983-1986 (22) 1987-1988 (17) 1989-1990 (16) 1991-1993 (17) 1994-1995 (17) 1996-1999 (16) 2000-2002 (16) 2004-2010 (18) 2011-2012 (25) 2013 (37) 2014-2015 (16) 2016-2019 (11)
Publication types (Num. hits)
article(134) book(2) incollection(3) inproceedings(125)
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Results
Found 265 publication records. Showing 264 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Judea Pearl The seven tools of causal inference, with reflections on machine learning. Search on Bibsonomy Commun. ACM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim Sensitivity Analysis of Linear Structural Causal Models. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Ang Li, Judea Pearl Unit Selection Based on Counterfactual Logic. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Judea Pearl Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Karthika Mohan, Judea Pearl Consistent Estimation given Missing Data. Search on Bibsonomy PGM The full citation details ... 2018 DBLP  BibTeX  RDF
1Judea Pearl Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. Search on Bibsonomy WSDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Karthika Mohan, Felix Thoemmes, Judea Pearl Estimation with Incomplete Data: The Linear Case. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Andrew Forney, Judea Pearl, Elias Bareinboim Counterfactual Data-Fusion for Online Reinforcement Learners. Search on Bibsonomy ICML The full citation details ... 2017 DBLP  BibTeX  RDF
1Kun Zhang 0001, Jiuyong Li, Elias Bareinboim, Bernhard Schölkopf, Judea Pearl Preface to the ACM TIST Special Issue on Causal Discovery and Inference. Search on Bibsonomy ACM TIST The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal inference and the data-fusion problem. Search on Bibsonomy Proc. Natl. Acad. Sci. U.S.A. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Bryant Chen, Judea Pearl, Elias Bareinboim Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Bryant Chen, Judea Pearl, Elias Bareinboim Identification by Auxiliary Instrumental Sets in Linear Structural Equation Models. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Judea Pearl, Elias Bareinboim External Validity: From Do-Calculus to Transportability Across Populations. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. Search on Bibsonomy UAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Ilya Shpitser, Karthika Mohan, Judea Pearl Missing Data as a Causal and Probabilistic Problem. Search on Bibsonomy UAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Karthika Mohan, Judea Pearl Missing Data from a Causal Perspective. Search on Bibsonomy AMBN@JSAI-isAI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Elias Bareinboim, Andrew Forney, Judea Pearl Bandits with Unobserved Confounders: A Causal Approach. Search on Bibsonomy NIPS The full citation details ... 2015 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Generalizing causal knowledge: theory and algorithms. Search on Bibsonomy AI Matters The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl Logarithmic-Time Updates and Queries in Probabilistic Networks. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Judea Pearl Graphical Models for Probabilistic and Causal Reasoning. Search on Bibsonomy Computing Handbook, 3rd ed. (1) The full citation details ... 2014 DBLP  BibTeX  RDF
1Elias Bareinboim, Jin Tian 0001, Judea Pearl Recovering from Selection Bias in Causal and Statistical Inference. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Bryant Chen, Jin Tian 0001, Judea Pearl Testable Implications of Linear Structural Equation Models. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Transportability from Multiple Environments with Limited Experiments: Completeness Results. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Karthika Mohan, Judea Pearl Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. Search on Bibsonomy NIPS The full citation details ... 2014 DBLP  BibTeX  RDF
1Karthika Mohan, Judea Pearl On the Testability of Models with Missing Data. Search on Bibsonomy AISTATS The full citation details ... 2014 DBLP  BibTeX  RDF
1Eunice Yuh-Jie Chen, Judea Pearl Random Bayesian networks with bounded indegree. Search on Bibsonomy AISTATS The full citation details ... 2014 DBLP  BibTeX  RDF
1Judea Pearl Structural Counterfactuals: A Brief Introduction. Search on Bibsonomy Cognitive Science The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Joseph Y. Halpern, Judea Pearl Causes and Explanations: A Structural-Model Approach --- Part 1: Causes Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alexander Balke, Judea Pearl Counterfactual Probabilities: Computational Methods, Bounds and Applications Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Dan Geiger, Tom S. Verma, Judea Pearl d-Separation: From Theorems to Algorithms Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Jin Tian 0001, Judea Pearl Causal Discovery from Changes Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl Direct and Indirect Effects Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl A Constraint Propagation Approach to Probabilistic Reasoning Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Igor Roizen, Judea Pearl Learning Link-Probabilities in Causal Trees Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Tom S. Verma, Judea Pearl On the Equivalence of Causal Models Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Jin Tian 0001, Judea Pearl Probabilities of Causation: Bounds and Identification Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Blai Bonet, Judea Pearl Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Moisés Goldszmidt, Judea Pearl Deciding Consistency of Databases Containing Defeasible and Strict Information Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Dan Geiger, Azaria Paz, Judea Pearl On Testing Whether an Embedded Bayesian Network Represents a Probability Model Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Jin Tian 0001, Judea Pearl On the Testable Implications of Causal Models with Hidden Variables Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Carlos Brito, Judea Pearl Generalized Instrumental Variables Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1George Rebane, Judea Pearl The Recovery of Causal Poly-Trees from Statistical Data Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Moisés Goldszmidt, Judea Pearl Reasoning With Qualitative Probabilities Can Be Tractable Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1David Galles, Judea Pearl Testing Identifiability of Causal Effects Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Tom S. Verma, Judea Pearl Causal Networks: Semantics and Expressiveness Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl A Probabilistic Calculus of Actions Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Dan Geiger, Judea Pearl On the Logic of Causal Models Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl, James M. Robins Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Alexander Balke, Judea Pearl Counterfactuals and Policy Analysis in Structural Models Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl, Rina Dechter Identifying Independencies in Causal Graphs with Feedback Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl Do We Need Higher-Order Probabilities and, If So, What Do They Mean? Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl A General Algorithm for Deciding Transportability of Experimental Results. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Tom S. Verma, Judea Pearl Deciding Morality of Graphs is NP-complete Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl On the Testability of Causal Models with Latent and Instrumental Variables Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Tom S. Verma, Judea Pearl An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Judea Pearl From Conditional Oughts to Qualitative Decision Theory Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Lei Xu 0001, Judea Pearl Structuring Causal Tree Models with Continuous Variables Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Transportability with Limited Experiments. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Sanghack Lee, Vasant G. Honavar, Judea Pearl Transportability from Multiple Environments with Limited Experiments. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Karthika Mohan, Judea Pearl, Jin Tian 0001 Graphical Models for Inference with Missing Data. Search on Bibsonomy NIPS The full citation details ... 2013 DBLP  BibTeX  RDF
1Eunice Yuh-Jie Chen, Judea Pearl A simple criterion for controlling selection bias. Search on Bibsonomy AISTATS The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Meta-Transportability of Causal Effects: A Formal Approach. Search on Bibsonomy AISTATS The full citation details ... 2013 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Controlling Selection Bias in Causal Inference. Search on Bibsonomy AISTATS The full citation details ... 2012 DBLP  BibTeX  RDF
1Judea Pearl, Azaria Paz Confounding Equivalence in Causal Inference Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl Effects of Treatment on the Treated: Identification and Generalization Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Judea Pearl Robustness of Causal Claims Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Judea Pearl The Do-Calculus Revisited Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Inference by Surrogate Experiments: z-Identifiability Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Carlos Brito, Judea Pearl Graphical Condition for Identification in recursive SEM. Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Judea Pearl On Measurement Bias in Causal Inference Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl Identification of Conditional Interventional Distributions. Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl What Counterfactuals Can Be Tested Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Judea Pearl On a Class of Bias-Amplifying Variables that Endanger Effect Estimates Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Barbara J. Grosz, Edward A. Feigenbaum, Marvin Minsky, Judea Pearl, Raj Reddy Human and Machine Intelligence. Search on Bibsonomy ACM-TURING The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Judea Pearl The Do-Calculus Revisited. Search on Bibsonomy UAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Causal Inference by Surrogate Experiments: z-Identifiability. Search on Bibsonomy UAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Transportability of Causal Effects: Completeness Results. Search on Bibsonomy AAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Sander Greenland, Judea Pearl Causal Diagrams. Search on Bibsonomy International Encyclopedia of Statistical Science The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl Graphical models, potential outcomes and causal inference: Comment on Linquist and Sobel. Search on Bibsonomy NeuroImage The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl The algorithmization of counterfactuals. Search on Bibsonomy Ann. Math. Artif. Intell. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl, Elias Bareinboim Transportability of Causal and Statistical Relations: A Formal Approach. Search on Bibsonomy ICDM Workshops The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl The mathematics of causal inference. Search on Bibsonomy KDD The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl The algorithmization of counterfactuals. Search on Bibsonomy CogSci The full citation details ... 2011 DBLP  BibTeX  RDF
1Steven Sloman, Judea Pearl, Nick Chater, Lance J. Rips, Jim Joyce, Stefan Kaufmann 0001 On Counterfactuals and Cognitive Science: Rumlhart Prize Symposium in Honor of Judea Pearl. Search on Bibsonomy CogSci The full citation details ... 2011 DBLP  BibTeX  RDF
1Judea Pearl, Elias Bareinboim Transportability of Causal and Statistical Relations: A Formal Approach. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Elias Bareinboim, Judea Pearl Controlling Selection Bias in Causal Inference. Search on Bibsonomy AAAI The full citation details ... 2011 DBLP  BibTeX  RDF
1Elias Bareinboim, Carlos Brito, Judea Pearl Local Characterizations of Causal Bayesian Networks. Search on Bibsonomy GKR The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Judea Pearl Causal Inference. Search on Bibsonomy NIPS Causality: Objectives and Assessment The full citation details ... 2010 DBLP  BibTeX  RDF
1Yair Weiss, Judea Pearl Belief propagation: technical perspective. Search on Bibsonomy Commun. ACM The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Judea Pearl On Measurement Bias in Causal Inference. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Judea Pearl On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Judea Pearl, Azaria Paz Confounding Equivalence in Causal Inference. Search on Bibsonomy UAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl Effects of Treatment on the Treated: Identification and Generalization. Search on Bibsonomy UAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl Complete Identification Methods for the Causal Hierarchy. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2008 DBLP  BibTeX  RDF
1Ilya Shpitser, Judea Pearl Dormant Independence. Search on Bibsonomy AAAI The full citation details ... 2008 DBLP  BibTeX  RDF
1Mark Hopkins, Judea Pearl Causality and Counterfactuals in the Situation Calculus. Search on Bibsonomy J. Log. Comput. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Ilya Shpitser, Judea Pearl What Counterfactuals Can Be Tested. Search on Bibsonomy UAI The full citation details ... 2007 DBLP  BibTeX  RDF
1Carlos Brito, Judea Pearl Graphical Condition for Identification in recursive SEM. Search on Bibsonomy UAI The full citation details ... 2006 DBLP  BibTeX  RDF
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