| 2024 | AAAI | Probabilities of Causation with Nonbinary Treatment and Effect. | Ang Li, Judea Pearl |
| 2024 | AAAI | Unit Selection with Nonbinary Treatment and Effect. | Ang Li, Judea Pearl |
| 2023 | AISTATS | Probabilities of Causation: Role of Observational Data. | Ang Li, Judea Pearl |
| 2022 | AAAI | Unit Selection with Causal Diagram. | Ang Li, Judea Pearl |
| 2022 | AAAI | Bounds on Causal Effects and Application to High Dimensional Data. | Ang Li, Judea Pearl |
| 2022 | IJCAI | Causes of Effects: Learning Individual Responses from Population Data. | Scott Mueller, Ang Li, Judea Pearl |
| 2021 | AISTATS | Exploiting Equality Constraints in Causal Inference. | Chi Zhang, Carlos Cinelli, Bryant Chen, Judea Pearl |
| 2020 | AAAI | A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models. | Chi Zhang, Bryant Chen, Judea Pearl |
| 2019 | ICML | Sensitivity Analysis of Linear Structural Causal Models. | Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim |
| 2019 | IJCAI | Unit Selection Based on Counterfactual Logic. | Ang Li, Judea Pearl |
| 2018 | IJCAI | Estimation with Incomplete Data: The Linear Case. | Karthika Mohan, Felix Thmmes, Judea Pearl |
| 2018 | WSDM | Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. | Judea Pearl |
| 2017 | ICML | Counterfactual Data-Fusion for Online Reinforcement Learners. | Andrew Forney, Judea Pearl, Elias Bareinboim |
| 2016 | IJCAI | Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables. | Bryant Chen, Judea Pearl, Elias Bareinboim |
| 2015 | UAI | Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. | Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl |
| 2015 | UAI | Missing Data as a Causal and Probabilistic Problem. | Ilya Shpitser, Karthika Mohan, Judea Pearl |
| 2014 | AAAI | Recovering from Selection Bias in Causal and Statistical Inference. | Elias Bareinboim, Jin Tian, Judea Pearl |
| 2014 | AAAI | Testable Implications of Linear Structural Equation Models. | Bryant Chen, Jin Tian, Judea Pearl |
| 2014 | AISTATS | Random Bayesian networks with bounded indegree. | Eunice Yuh-Jie Chen, Judea Pearl |
| 2014 | AISTATS | On the Testability of Models with Missing Data. | Karthika Mohan, Judea Pearl |
| 2013 | AAAI | Causal Transportability with Limited Experiments. | Elias Bareinboim, Judea Pearl |
| 2013 | AISTATS | Meta-Transportability of Causal Effects: A Formal Approach. | Elias Bareinboim, Judea Pearl |
| 2013 | AISTATS | A simple criterion for controlling selection bias. | Eunice Yuh-Jie Chen, Judea Pearl |
| 2012 | AAAI | Transportability of Causal Effects: Completeness Results. | Elias Bareinboim, Judea Pearl |
| 2012 | UAI | Causal Inference by Surrogate Experiments: z-Identifiability. | Elias Bareinboim, Judea Pearl |
| 2012 | UAI | The Do-Calculus Revisited. | Judea Pearl |
| 2011 | AAAI | Controlling Selection Bias in Causal Inference. | Elias Bareinboim, Judea Pearl |
| 2011 | AAAI | Transportability of Causal and Statistical Relations: A Formal Approach. | Judea Pearl, Elias Bareinboim |
| 2011 | CogSci | The algorithmization of counterfactuals. | Judea Pearl |
| 2011 | CogSci | On 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 |
| 2011 | ICDM | Transportability of Causal and Statistical Relations: A Formal Approach. | Judea Pearl, Elias Bareinboim |
| 2011 | KDD | The mathematics of causal inference. | Judea Pearl |
| 2010 | UAI | On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. | Judea Pearl |
| 2010 | UAI | On Measurement Bias in Causal Inference. | Judea Pearl |
| 2010 | UAI | Confounding Equivalence in Causal Inference. | Judea Pearl, Azaria Paz |
| 2009 | UAI | Effects of Treatment on the Treated: Identification and Generalization. | Ilya Shpitser, Judea Pearl |
| 2008 | AAAI | Dormant Independence. | Ilya Shpitser, Judea Pearl |
| 2007 | UAI | What Counterfactuals Can Be Tested. | Ilya Shpitser, Judea Pearl |
| 2006 | AAAI | Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models. | Ilya Shpitser, Judea Pearl |
| 2006 | AAAI | A Characterization of Interventional Distributions in Semi-Markovian Causal Models. | Jin Tian, Changsung Kang, Judea Pearl |
| 2006 | UAI | Graphical Condition for Identification in recursive SEM. | Carlos Brito, Judea Pearl |
| 2006 | UAI | Identification of Conditional Interventional Distributions. | Ilya Shpitser, Judea Pearl |
| 2005 | IJCAI | Identifiability of Path-Specific Effects. | Chen Avin, Ilya Shpitser, Judea Pearl |
| 2004 | UAI | Robustness of Causal Claims. | Judea Pearl |
| 2002 | AAAI | A Graphical Criterion for the Identification of Causal Effects in Linear Models. | Carlos Brito, Judea Pearl |
| 2002 | AAAI | A General Identification Condition for Causal Effects. | Jin Tian, Judea Pearl |
| 2002 | AAAI | A New Characterization of the Experimental Implications of Causal Bayesian Networks. | Jin Tian, Judea Pearl |
| 2002 | UAI | Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. | Blai Bonet, Judea Pearl |
| 2002 | UAI | Generalized Instrumental Variables. | Carlos Brito, Judea Pearl |
| 2002 | UAI | On the Testable Implications of Causal Models with Hidden Variables. | Jin Tian, Judea Pearl |
| 2001 | IJCAI | Causes and Explanations: A Structural-Model Approach - Part II: Explanations. | Joseph Y. Halpern, Judea Pearl |
| 2001 | UAI | Causes and Explanations: A Structural-Model Approach: Part 1: Causes. | Joseph Y. Halpern, Judea Pearl |
| 2001 | UAI | Direct and Indirect Effects. | Judea Pearl |
| 2001 | UAI | Causal Discovery from Changes. | Jin Tian, Judea Pearl |
| 2000 | UAI | Probabilities of Causation: Bounds and Identification. | Jin Tian, Judea Pearl |
| 1999 | AISTATS | Testing regression models with fewer regressors. | Judea Pearl, Peyman Meshkat |
| 1999 | IJCAI | Reasoning with Cause and Effect. | Judea Pearl |
| 1996 | AAAI | A Clinician's Tool for Analyzing Non-Compliance. | David Maxwell Chickering, Judea Pearl |
| 1996 | UAI | Identifying Independencies in Causal Graphs with Feedback. | Judea Pearl, Rina Dechter |
| 1996 | TARK | Causation, Action and Counterfactuals. | Judea Pearl |
| 1995 | AISTATS | A Causal Calculus for Statistical Research. | Judea Pearl |
| 1995 | IJCAI | Specificity and Inheritance in Default Reasoning. | Sek-Wah Tan, Judea Pearl |
| 1995 | UAI | Counterfactuals and Policy Analysis in Structural Models. | Alexander Balke, Judea Pearl |
| 1995 | UAI | Logarithmic-Time Updates and Queries in Probabilistic Networks. | Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl |
| 1995 | UAI | Testing Identifiability of Causal Effects. | David Galles, Judea Pearl |
| 1995 | UAI | On the Testability of Causal Models With Latent and Instrumental Variables. | Judea Pearl |
| 1995 | UAI | Probabilistic evaluation of sequential plans from causal models with hidden variables. | Judea Pearl, James M. Robins |
| 1994 | AAAI | Probabilistic Evaluation of Counterfactual Queries. | Alexander Balke, Judea Pearl |
| 1994 | AAAI | Symbolic Causal Networks. | Adnan Darwiche, Judea Pearl |
| 1994 | AAAI | Qualitative Decision Theory. | Sek-Wah Tan, Judea Pearl |
| 1994 | ECAI | Causation, Action and Counterfactuals. | Judea Pearl |
| 1994 | KR | Specification and Evaluation of Preferences Under Uncertainty. | Sek-Wah Tan, Judea Pearl |
| 1994 | UAI | Counterfactual Probabilities: Computational Methods, Bounds and Applications. | Alexander Balke, Judea Pearl |
| 1994 | UAI | On Testing Whether an Embedded Bayesian Network Represents a Probability Model. | Dan Geiger, Azaria Paz, Judea Pearl |
| 1994 | UAI | A Probabilistic Calculus of Actions. | Judea Pearl |
| 1994 | TARK | On the Logic of iterated Belief Revision. | Adnan Darwiche, Judea Pearl |
| 1993 | UAI | From Conditional Oughts to Qualitative Decision Theory. | Judea Pearl |
| 1993 | UAI | Deciding Morality of Graphs is NP-complete. | Thomas Verma, Judea Pearl |
| 1992 | ICLP | Empirical Semantics for Defeasible Databases. | Judea Pearl |
| 1992 | KR | Rank-based Systems: A Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions. | Moiss Goldszmidt, Judea Pearl |
| 1992 | UAI | Reasoning with Qualitative Probabilities Can Be Tractable. | Moiss Goldszmidt, Judea Pearl |
| 1992 | UAI | An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation. | Thomas Verma, Judea Pearl |
| 1991 | AAAI | System-Z+: A Formalism for Reasoning with Variable-Strength Defaults. | Moiss Goldszmidt, Judea Pearl |
| 1991 | IJCAI | Directed Constraint Networks: A Relational Framework for Causal Modeling. | Rina Dechter, Judea Pearl |
| 1991 | KR | A Theory of Inferred Causation. | Judea Pearl, Thomas Verma |
| 1990 | AAAI | Learning Causal Trees from Dependence Information. | Dan Geiger, Azaria Paz, Judea Pearl |
| 1990 | AAAI | A Maximum Entropy Approach to Nonmonotonic Reasoning. | Moiss Goldszmidt, Paul H. Morris, Judea Pearl |
| 1990 | AAAI | Tree Decomposition with Applications to Constraint Processing. | Itay Meiri, Judea Pearl, Rina Dechter |
| 1990 | UAI | Equivalence and synthesis of causal models. | Thomas Verma, Judea Pearl |
| 1990 | TARK | System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning. | Judea Pearl |
| 1989 | COLT | Learning Structure from Data: A Survey. | Judea Pearl, Rina Dechter |
| 1989 | KR | Temporal Constraint Networks. | Rina Dechter, Itay Meiri, Judea Pearl |
| 1989 | KR | Probabilistic Semantics for Nonmonotonic Reasoning: A Survey. | Judea Pearl |
| 1989 | UAI | d-Separation: From Theorems to Algorithms. | Dan Geiger, Thomas Verma, Judea Pearl |
| 1989 | UAI | Deciding Consistency of Databases Containing Defeasible and Strict Information. | Moiss Goldszmidt, Judea Pearl |
| 1988 | AAAI | Tree-Clustering Schemes for Constraint-Processing. | Rina Dechter, Judea Pearl |
| 1988 | UAI | On the logic of causal models. | Dan Geiger, Judea Pearl |
| 1988 | UAI | Causal networks: semantics and expressiveness. | Thomas Verma, Judea Pearl |
| 1987 | AAAI | Embracing Causality in Formal Reasoning. | Judea Pearl |
| 1987 | AAAI | The Logic of Representing Dependencies by Directed Graphs. | Judea Pearl, Thomas Verma |
| 1987 | IJCAI | An Improved Constraint-Propagation Algorithm for Diagnosis. | Hector Geffner, Judea Pearl |
| 1987 | UAI | The Recovery of Causal Poly-Trees from Statistical Data. | George Rebane, Judea Pearl |
| 1987 | UAI | Structuring Causal Tree Models with Continuous Variables. | Lei Xu, Judea Pearl |
| 1986 | AAAI | On the Logic of Probabilistic Dependencies. | Judea Pearl |
| 1986 | AAAI | Comprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring. | Ingrid Zukerman, Judea Pearl |
| 1986 | ECAI | Graphoids: 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 |
| 1986 | IPMU | Probabilistic reasoning using graphs. | Judea Pearl |
| 1986 | UAI | Distributedrevision of belief commitment in composite explanations. | Judea Pearl |
| 1985 | IJCAI | The Anatomy of Easy Problems: A Constraint-Satisfaction Formulation. | Rina Dechter, Judea Pearl |
| 1985 | IJCAI | Learning Hidden Causes from Empirical Data. | Judea Pearl |
| 1985 | UAI | A Constraint-Propagation Approach to Probabilistic Reasoning. | Judea Pearl |
| 1983 | AAAI | The Optimality of A* Revisited. | Rina Dechter, Judea Pearl |
| 1983 | IJCAI | A Computational Model for Causal and Diagnostic Reasoning in Inference Systems. | Jin H. Kim, Judea Pearl |
| 1982 | AAAI | Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. | Judea Pearl |
| 1982 | ECAI | The Utility of Precision in Search Heuristics. | Judea Pearl |
| 1981 | ICALP | The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm. | Judea Pearl |
| 1981 | IJCAI | Heuristic Search Theory: Survey of Recent Results. | Judea Pearl |
| 1980 | AAAI | SCOUT: A Simple Game-Searching Algorithm with Proven Optimal Properties. | Judea Pearl |
| 1980 | MFCS | Asymptotic Complexity of Game-Searching Procedures. | Judea Pearl |
| 1977 | IJCAI | An Interactive Program for Conversational Elecitation of Decision Structures. | Antonio Leal, Judea Pearl |
| 1975 | IJCAI | On The Storage Economy Of Error-Tolerating Question-Answering Systems. | Judea Pearl |