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Judea Pearl

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

121

Venues

17

Active years

1975–2024

Best venue rank

A*

Where they publish

Papers

121 indexed papers, newest first.

YearVenueTitleAuthors
2024AAAIProbabilities of Causation with Nonbinary Treatment and Effect.Ang Li, Judea Pearl
2024AAAIUnit Selection with Nonbinary Treatment and Effect.Ang Li, Judea Pearl
2023AISTATSProbabilities of Causation: Role of Observational Data.Ang Li, Judea Pearl
2022AAAIUnit Selection with Causal Diagram.Ang Li, Judea Pearl
2022AAAIBounds on Causal Effects and Application to High Dimensional Data.Ang Li, Judea Pearl
2022IJCAICauses of Effects: Learning Individual Responses from Population Data.Scott Mueller, Ang Li, Judea Pearl
2021AISTATSExploiting Equality Constraints in Causal Inference.Chi Zhang, Carlos Cinelli, Bryant Chen, Judea Pearl
2020AAAIA Simultaneous Discover-Identify Approach to Causal Inference in Linear Models.Chi Zhang, Bryant Chen, Judea Pearl
2019ICMLSensitivity Analysis of Linear Structural Causal Models.Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim
2019IJCAIUnit Selection Based on Counterfactual Logic.Ang Li, Judea Pearl
2018IJCAIEstimation with Incomplete Data: The Linear Case.Karthika Mohan, Felix Thmmes, Judea Pearl
2018WSDMTheoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution.Judea Pearl
2017ICMLCounterfactual Data-Fusion for Online Reinforcement Learners.Andrew Forney, Judea Pearl, Elias Bareinboim
2016IJCAIIncorporating Knowledge into Structural Equation Models Using Auxiliary Variables.Bryant Chen, Judea Pearl, Elias Bareinboim
2015UAIEfficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data.Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl
2015UAIMissing Data as a Causal and Probabilistic Problem.Ilya Shpitser, Karthika Mohan, Judea Pearl
2014AAAIRecovering from Selection Bias in Causal and Statistical Inference.Elias Bareinboim, Jin Tian, Judea Pearl
2014AAAITestable Implications of Linear Structural Equation Models.Bryant Chen, Jin Tian, Judea Pearl
2014AISTATSRandom Bayesian networks with bounded indegree.Eunice Yuh-Jie Chen, Judea Pearl
2014AISTATSOn the Testability of Models with Missing Data.Karthika Mohan, Judea Pearl
2013AAAICausal Transportability with Limited Experiments.Elias Bareinboim, Judea Pearl
2013AISTATSMeta-Transportability of Causal Effects: A Formal Approach.Elias Bareinboim, Judea Pearl
2013AISTATSA simple criterion for controlling selection bias.Eunice Yuh-Jie Chen, Judea Pearl
2012AAAITransportability of Causal Effects: Completeness Results.Elias Bareinboim, Judea Pearl
2012UAICausal Inference by Surrogate Experiments: z-Identifiability.Elias Bareinboim, Judea Pearl
2012UAIThe Do-Calculus Revisited.Judea Pearl
2011AAAIControlling Selection Bias in Causal Inference.Elias Bareinboim, Judea Pearl
2011AAAITransportability of Causal and Statistical Relations: A Formal Approach.Judea Pearl, Elias Bareinboim
2011CogSciThe algorithmization of counterfactuals.Judea Pearl
2011CogSciOn Counterfactuals and Cognitive Science: Rumlhart Prize Symposium in Honor of Judea Pearl.Steven A. Sloman, Judea Pearl, Nick Chater, Lance J. Rips, Jim Joyce, Stefan Kaufmann
2011ICDMTransportability of Causal and Statistical Relations: A Formal Approach.Judea Pearl, Elias Bareinboim
2011KDDThe mathematics of causal inference.Judea Pearl
2010UAIOn a Class of Bias-Amplifying Variables that Endanger Effect Estimates.Judea Pearl
2010UAIOn Measurement Bias in Causal Inference.Judea Pearl
2010UAIConfounding Equivalence in Causal Inference.Judea Pearl, Azaria Paz
2009UAIEffects of Treatment on the Treated: Identification and Generalization.Ilya Shpitser, Judea Pearl
2008AAAIDormant Independence.Ilya Shpitser, Judea Pearl
2007UAIWhat Counterfactuals Can Be Tested.Ilya Shpitser, Judea Pearl
2006AAAIIdentification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models.Ilya Shpitser, Judea Pearl
2006AAAIA Characterization of Interventional Distributions in Semi-Markovian Causal Models.Jin Tian, Changsung Kang, Judea Pearl
2006UAIGraphical Condition for Identification in recursive SEM.Carlos Brito, Judea Pearl
2006UAIIdentification of Conditional Interventional Distributions.Ilya Shpitser, Judea Pearl
2005IJCAIIdentifiability of Path-Specific Effects.Chen Avin, Ilya Shpitser, Judea Pearl
2004UAIRobustness of Causal Claims.Judea Pearl
2002AAAIA Graphical Criterion for the Identification of Causal Effects in Linear Models.Carlos Brito, Judea Pearl
2002AAAIA General Identification Condition for Causal Effects.Jin Tian, Judea Pearl
2002AAAIA New Characterization of the Experimental Implications of Causal Bayesian Networks.Jin Tian, Judea Pearl
2002UAIQualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation.Blai Bonet, Judea Pearl
2002UAIGeneralized Instrumental Variables.Carlos Brito, Judea Pearl
2002UAIOn the Testable Implications of Causal Models with Hidden Variables.Jin Tian, Judea Pearl
2001IJCAICauses and Explanations: A Structural-Model Approach - Part II: Explanations.Joseph Y. Halpern, Judea Pearl
2001UAICauses and Explanations: A Structural-Model Approach: Part 1: Causes.Joseph Y. Halpern, Judea Pearl
2001UAIDirect and Indirect Effects.Judea Pearl
2001UAICausal Discovery from Changes.Jin Tian, Judea Pearl
2000UAIProbabilities of Causation: Bounds and Identification.Jin Tian, Judea Pearl
1999AISTATSTesting regression models with fewer regressors.Judea Pearl, Peyman Meshkat
1999IJCAIReasoning with Cause and Effect.Judea Pearl
1996AAAIA Clinician's Tool for Analyzing Non-Compliance.David Maxwell Chickering, Judea Pearl
1996UAIIdentifying Independencies in Causal Graphs with Feedback.Judea Pearl, Rina Dechter
1996TARKCausation, Action and Counterfactuals.Judea Pearl
1995AISTATSA Causal Calculus for Statistical Research.Judea Pearl
1995IJCAISpecificity and Inheritance in Default Reasoning.Sek-Wah Tan, Judea Pearl
1995UAICounterfactuals and Policy Analysis in Structural Models.Alexander Balke, Judea Pearl
1995UAILogarithmic-Time Updates and Queries in Probabilistic Networks.Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
1995UAITesting Identifiability of Causal Effects.David Galles, Judea Pearl
1995UAIOn the Testability of Causal Models With Latent and Instrumental Variables.Judea Pearl
1995UAIProbabilistic evaluation of sequential plans from causal models with hidden variables.Judea Pearl, James M. Robins
1994AAAIProbabilistic Evaluation of Counterfactual Queries.Alexander Balke, Judea Pearl
1994AAAISymbolic Causal Networks.Adnan Darwiche, Judea Pearl
1994AAAIQualitative Decision Theory.Sek-Wah Tan, Judea Pearl
1994ECAICausation, Action and Counterfactuals.Judea Pearl
1994KRSpecification and Evaluation of Preferences Under Uncertainty.Sek-Wah Tan, Judea Pearl
1994UAICounterfactual Probabilities: Computational Methods, Bounds and Applications.Alexander Balke, Judea Pearl
1994UAIOn Testing Whether an Embedded Bayesian Network Represents a Probability Model.Dan Geiger, Azaria Paz, Judea Pearl
1994UAIA Probabilistic Calculus of Actions.Judea Pearl
1994TARKOn the Logic of iterated Belief Revision.Adnan Darwiche, Judea Pearl
1993UAIFrom Conditional Oughts to Qualitative Decision Theory.Judea Pearl
1993UAIDeciding Morality of Graphs is NP-complete.Thomas Verma, Judea Pearl
1992ICLPEmpirical Semantics for Defeasible Databases.Judea Pearl
1992KRRank-based Systems: A Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions.Moiss Goldszmidt, Judea Pearl
1992UAIReasoning with Qualitative Probabilities Can Be Tractable.Moiss Goldszmidt, Judea Pearl
1992UAIAn Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation.Thomas Verma, Judea Pearl
1991AAAISystem-Z+: A Formalism for Reasoning with Variable-Strength Defaults.Moiss Goldszmidt, Judea Pearl
1991IJCAIDirected Constraint Networks: A Relational Framework for Causal Modeling.Rina Dechter, Judea Pearl
1991KRA Theory of Inferred Causation.Judea Pearl, Thomas Verma
1990AAAILearning Causal Trees from Dependence Information.Dan Geiger, Azaria Paz, Judea Pearl
1990AAAIA Maximum Entropy Approach to Nonmonotonic Reasoning.Moiss Goldszmidt, Paul H. Morris, Judea Pearl
1990AAAITree Decomposition with Applications to Constraint Processing.Itay Meiri, Judea Pearl, Rina Dechter
1990UAIEquivalence and synthesis of causal models.Thomas Verma, Judea Pearl
1990TARKSystem Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning.Judea Pearl
1989COLTLearning Structure from Data: A Survey.Judea Pearl, Rina Dechter
1989KRTemporal Constraint Networks.Rina Dechter, Itay Meiri, Judea Pearl
1989KRProbabilistic Semantics for Nonmonotonic Reasoning: A Survey.Judea Pearl
1989UAId-Separation: From Theorems to Algorithms.Dan Geiger, Thomas Verma, Judea Pearl
1989UAIDeciding Consistency of Databases Containing Defeasible and Strict Information.Moiss Goldszmidt, Judea Pearl
1988AAAITree-Clustering Schemes for Constraint-Processing.Rina Dechter, Judea Pearl
1988UAIOn the logic of causal models.Dan Geiger, Judea Pearl
1988UAICausal networks: semantics and expressiveness.Thomas Verma, Judea Pearl
1987AAAIEmbracing Causality in Formal Reasoning.Judea Pearl
1987AAAIThe Logic of Representing Dependencies by Directed Graphs.Judea Pearl, Thomas Verma
1987IJCAIAn Improved Constraint-Propagation Algorithm for Diagnosis.Hector Geffner, Judea Pearl
1987UAIThe Recovery of Causal Poly-Trees from Statistical Data.George Rebane, Judea Pearl
1987UAIStructuring Causal Tree Models with Continuous Variables.Lei Xu, Judea Pearl
1986AAAIOn the Logic of Probabilistic Dependencies.Judea Pearl
1986AAAIComprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring.Ingrid Zukerman, Judea Pearl
1986ECAIGraphoids: Graph-Based Logic for Reasoning about Relevance Relations or When would x tell you more about y if you already know z?Judea Pearl, Azaria Paz
1986IPMUProbabilistic reasoning using graphs.Judea Pearl
1986UAIDistributedrevision of belief commitment in composite explanations.Judea Pearl
1985IJCAIThe Anatomy of Easy Problems: A Constraint-Satisfaction Formulation.Rina Dechter, Judea Pearl
1985IJCAILearning Hidden Causes from Empirical Data.Judea Pearl
1985UAIA Constraint-Propagation Approach to Probabilistic Reasoning.Judea Pearl
1983AAAIThe Optimality of A* Revisited.Rina Dechter, Judea Pearl
1983IJCAIA Computational Model for Causal and Diagnostic Reasoning in Inference Systems.Jin H. Kim, Judea Pearl
1982AAAIReverend Bayes on Inference Engines: A Distributed Hierarchical Approach.Judea Pearl
1982ECAIThe Utility of Precision in Search Heuristics.Judea Pearl
1981ICALPThe Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm.Judea Pearl
1981IJCAIHeuristic Search Theory: Survey of Recent Results.Judea Pearl
1980AAAISCOUT: A Simple Game-Searching Algorithm with Proven Optimal Properties.Judea Pearl
1980MFCSAsymptotic Complexity of Game-Searching Procedures.Judea Pearl
1977IJCAIAn Interactive Program for Conversational Elecitation of Decision Structures.Antonio Leal, Judea Pearl
1975IJCAIOn The Storage Economy Of Error-Tolerating Question-Answering Systems.Judea Pearl