Judea Pearl - RankMe

313 papers A* 56A 54B 6C 1Journal 149Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	General sample size analysis for probabilities of causation: a delta method approach. CoRR Tianyuan Cheng, Ruirui Mao, Judea Pearl, Ang Li
2025	J	`jnl`	Learning Probabilities of Causation from Finite Population Data. CoRR Shuai Wang, Song Jiang, Yizhou Sun, Judea Pearl, Ang Li
2024	A*	`conf`	Probabilities of Causation with Nonbinary Treatment and Effect. AAAI Ang Li, Judea Pearl
2024	A*	`conf`	Unit Selection with Nonbinary Treatment and Effect. AAAI Ang Li, Judea Pearl
2023	—	`conf`	Causal Inference under Interference and Model Uncertainty. CLeaR Chi Zhang, Karthika Mohan, Judea Pearl
2023	J	`jnl`	Epsilon-Identifiability of Causal Quantities. CoRR Ang Li, Scott Mueller, Judea Pearl
2023	A	`conf`	Probabilities of Causation: Role of Observational Data. AISTATS Ang Li, Judea Pearl
2022	—	`ch.`	Asymptotic Properties of Minimax Trees and Game-Searching Procedures. Probabilistic and Causal Inference Judea Pearl
2022	A*	`conf`	Bounds on Causal Effects and Application to High Dimensional Data. AAAI Ang Li, Judea Pearl
2022	—	`ch.`	Causal Diagrams for Empirical Research (With Discussions). Probabilistic and Causal Inference Judea Pearl
2022	A*	`conf`	Causal Inference with Non-IID Data using Linear Graphical Models. NeurIPS Chi Zhang, Karthika Mohan, Judea Pearl
2022	—	`ch.`	Causality 1988-2001 - Introduction. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Causality 2002-2020 - Introduction. Probabilistic and Causal Inference Judea Pearl
2022	A*	`conf`	Causes of Effects: Learning Individual Responses from Population Data. IJCAI Scott Mueller, Ang Li, Judea Pearl
2022	—	`ch.`	Comment: Understanding Simpson's Paradox. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Detecting Latent Heterogeneity. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Direct and Indirect Effects. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Equivalence and Synthesis of Causal Models. Probabilistic and Causal Inference Thomas Verma, Judea Pearl
2022	—	`ch.`	External Validity: From Probabilistic and Causal Inference Judea Pearl, Elias Bareinboim
2022	—	`ch.`	Fusion, Propagation, and Structuring in Belief Networks. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	GRAPHOIDS: Graph-Based Logic for Reasoning about Relevance Relations Probabilistic and Causal Inference Judea Pearl, Azaria Paz
2022	—	`ch.`	Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. Probabilistic and Causal Inference Karthika Mohan, Judea Pearl
2022	—	`ch.`	Heuristics - Introduction. Probabilistic and Causal Inference Judea Pearl
2022	J	`jnl`	Learning Probabilities of Causation from Finite Population Data. CoRR Ang Li, Song Jiang, Yizhou Sun, Judea Pearl
2022	—	`ch.`	On the Discovery and Generation of Certain Heuristics. Probabilistic and Causal Inference Judea Pearl
2022	J	`jnl`	Personalized Decision Making - A Conceptual Introduction. CoRR Scott Mueller, Judea Pearl
2022	—	`ch.`	Probabilistic Evaluation of Counterfactual Queries. Probabilistic and Causal Inference Alexander Balke, Judea Pearl
2022	—	`ch.`	Probabilities - Introduction. Probabilistic and Causal Inference Judea Pearl
2022	J	`jnl`	Probabilities of Causation with Nonbinary Treatment and Effect. CoRR Ang Li, Judea Pearl
2022	J	`jnl`	Probabilities of Causation: Adequate Size of Experimental and Observational Samples. CoRR Ang Li, Ruirui Mao, Judea Pearl
2022	J	`jnl`	Probabilities of Causation: Role of Observational Data. CoRR Ang Li, Judea Pearl
2022	—	`ch.`	Probabilities of Causation: Three Counterfactual Interpretations and Their Identification. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Recovering from Selection Bias in Causal and Statistical Inference. Probabilistic and Causal Inference Elias Bareinboim, Jin Tian, Judea Pearl
2022	—	`ch.`	Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	System Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality. Probabilistic and Causal Inference Judea Pearl
2022	—	`ch.`	Turing Award Lecture. Probabilistic and Causal Inference Judea Pearl
2022	A*	`conf`	Unit Selection with Causal Diagram. AAAI Ang Li, Judea Pearl
2022	J	`jnl`	Unit Selection with Nonbinary Treatment and Effect. CoRR Ang Li, Judea Pearl
2022	J	`jnl`	Unit Selection: Case Study and Comparison with A/B Test Heuristic. CoRR Ang Li, Judea Pearl
2022	J	`jnl`	Unit Selection: Learning Benefit Function from Finite Population Data. CoRR Ang Li, Song Jiang, Yizhou Sun, Judea Pearl
2021	J	`jnl`	Bounds on Causal Effects and Application to High Dimensional Data. CoRR Ang Li, Judea Pearl
2021	J	`jnl`	Causes of Effects: Learning individual responses from population data. CoRR Scott Mueller, Ang Li, Judea Pearl
2021	A	`conf`	Exploiting Equality Constraints in Causal Inference. AISTATS Chi Zhang, Carlos Cinelli, Bryant Chen, Judea Pearl
2021	J	`jnl`	Unit Selection with Causal Diagram. CoRR Ang Li, Judea Pearl
2020	A*	`conf`	A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models. AAAI Chi Zhang, Bryant Chen, Judea Pearl
2019	A*	`conf`	Sensitivity Analysis of Linear Structural Causal Models. ICML Carlos Cinelli, Daniel Kumor, Bryant Chen, Judea Pearl, Elias Bareinboim
2019	—	`conf`	The new science of cause and effect, with reflections on data science and artificial intelligence. IEEE BigData Judea Pearl
2019	J	`jnl`	The seven tools of causal inference, with reflections on machine learning. Commun. ACM Judea Pearl
2019	A*	`conf`	Unit Selection Based on Counterfactual Logic. IJCAI Ang Li, Judea Pearl
2019	—	`conf`	What is Causal Inference? AAAI Spring Symposium: Interpretable AI for Well-being Judea Pearl
2018	—	`conf`	Consistent Estimation given Missing Data. PGM Karthika Mohan, Judea Pearl
2018	A*	`conf`	Estimation with Incomplete Data: The Linear Case. IJCAI Karthika Mohan, Felix Thömmes, Judea Pearl
2018	A	`conf`	Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. WSDM Judea Pearl
2018	J	`jnl`	Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. CoRR Judea Pearl
2017	A*	`conf`	Counterfactual Data-Fusion for Online Reinforcement Learners. ICML Andrew Forney, Judea Pearl, Elias Bareinboim
2016	J	`jnl`	Causal inference and the data-fusion problem. Proc. Natl. Acad. Sci. USA Elias Bareinboim, Judea Pearl
2016	A*	`conf`	Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables. IJCAI Bryant Chen, Judea Pearl, Elias Bareinboim
2016	J	`jnl`	Preface to the ACM TIST Special Issue on Causal Discovery and Inference. ACM Trans. Intell. Syst. Technol. Kun Zhang, Jiuyong Li, Elias Bareinboim, Bernhard Schölkopf, Judea Pearl
2015	—	`conf`	Bandits with Unobserved Confounders: A Causal Approach. NIPS Elias Bareinboim, Andrew Forney, Judea Pearl
2015	A	`conf`	Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. UAI Guy Van den Broeck, Karthika Mohan, Arthur Choi, Adnan Darwiche, Judea Pearl
2015	J	`jnl`	External Validity: From Do-Calculus to Transportability Across Populations. CoRR Judea Pearl, Elias Bareinboim
2015	J	`jnl`	Identification by Auxiliary Instrumental Sets in Linear Structural Equation Models. CoRR Bryant Chen, Judea Pearl, Elias Bareinboim
2015	A	`conf`	Missing Data as a Causal and Probabilistic Problem. UAI Ilya Shpitser, Karthika Mohan, Judea Pearl
2015	—	`conf`	Missing Data from a Causal Perspective. AMBN@JSAI-isAI Karthika Mohan, Judea Pearl
2014	J	`jnl`	Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. CoRR Guy Van den Broeck, Karthika Mohan, Arthur Choi, Judea Pearl
2014	J	`jnl`	Generalizing causal knowledge: theory and algorithms. AI Matters Elias Bareinboim, Judea Pearl
2014	—	`ch.`	Graphical Models for Probabilistic and Causal Reasoning. Computing Handbook, 3rd ed. (1) Judea Pearl
2014	—	`conf`	Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. NIPS Karthika Mohan, Judea Pearl
2014	J	`jnl`	Logarithmic-Time Updates and Queries in Probabilistic Networks. CoRR Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
2014	A	`conf`	On the Testability of Models with Missing Data. AISTATS Karthika Mohan, Judea Pearl
2014	A	`conf`	Random Bayesian networks with bounded indegree. AISTATS Eunice Yuh-Jie Chen, Judea Pearl
2014	A*	`conf`	Recovering from Selection Bias in Causal and Statistical Inference. AAAI Elias Bareinboim, Jin Tian, Judea Pearl
2014	A*	`conf`	Testable Implications of Linear Structural Equation Models. AAAI Bryant Chen, Jin Tian, Judea Pearl
2014	—	`conf`	Transportability from Multiple Environments with Limited Experiments: Completeness Results. NIPS Elias Bareinboim, Judea Pearl
2013	J	`jnl`	A Constraint Propagation Approach to Probabilistic Reasoning CoRR Judea Pearl
2013	J	`jnl`	A General Algorithm for Deciding Transportability of Experimental Results. CoRR Elias Bareinboim, Judea Pearl
2013	J	`jnl`	A Probabilistic Calculus of Actions CoRR Judea Pearl
2013	A	`conf`	A simple criterion for controlling selection bias. AISTATS Eunice Yuh-Jie Chen, Judea Pearl
2013	J	`jnl`	An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation CoRR Tom S. Verma, Judea Pearl
2013	J	`jnl`	Causal Discovery from Changes CoRR Jin Tian, Judea Pearl
2013	J	`jnl`	Causal Networks: Semantics and Expressiveness CoRR Tom S. Verma, Judea Pearl
2013	A*	`conf`	Causal Transportability with Limited Experiments. AAAI Elias Bareinboim, Judea Pearl
2013	J	`jnl`	Causes and Explanations: A Structural-Model Approach --- Part 1: Causes CoRR Joseph Y. Halpern, Judea Pearl
2013	J	`jnl`	Counterfactual Probabilities: Computational Methods, Bounds and Applications CoRR Alexander Balke, Judea Pearl
2013	J	`jnl`	Counterfactuals and Policy Analysis in Structural Models CoRR Alexander Balke, Judea Pearl
2013	J	`jnl`	Deciding Consistency of Databases Containing Defeasible and Strict Information CoRR Moisés Goldszmidt, Judea Pearl
2013	J	`jnl`	Deciding Morality of Graphs is NP-complete CoRR Tom S. Verma, Judea Pearl
2013	J	`jnl`	Direct and Indirect Effects CoRR Judea Pearl
2013	J	`jnl`	Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations CoRR Judea Pearl
2013	J	`jnl`	Do We Need Higher-Order Probabilities and, If So, What Do They Mean? CoRR Judea Pearl
2013	J	`jnl`	From Conditional Oughts to Qualitative Decision Theory CoRR Judea Pearl
2013	J	`jnl`	Generalized Instrumental Variables CoRR Carlos Brito, Judea Pearl
2013	—	`conf`	Graphical Models for Inference with Missing Data. NIPS Karthika Mohan, Judea Pearl, Jin Tian
2013	J	`jnl`	Identifying Independencies in Causal Graphs with Feedback CoRR Judea Pearl, Rina Dechter
2013	J	`jnl`	Learning Link-Probabilities in Causal Trees CoRR Igor Roizen, Judea Pearl
2013	A	`conf`	Meta-Transportability of Causal Effects: A Formal Approach. AISTATS Elias Bareinboim, Judea Pearl
2013	J	`jnl`	On Testing Whether an Embedded Bayesian Network Represents a Probability Model CoRR Dan Geiger, Azaria Paz, Judea Pearl
2013	J	`jnl`	On the Equivalence of Causal Models CoRR Tom S. Verma, Judea Pearl
2013	J	`jnl`	On the Logic of Causal Models CoRR Dan Geiger, Judea Pearl
2013	J	`jnl`	On the Testability of Causal Models with Latent and Instrumental Variables CoRR Judea Pearl
2013	J	`jnl`	On the Testable Implications of Causal Models with Hidden Variables CoRR Jin Tian, Judea Pearl
2013	J	`jnl`	Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables CoRR Judea Pearl, James M. Robins
2013	J	`jnl`	Probabilities of Causation: Bounds and Identification CoRR Jin Tian, Judea Pearl
2013	J	`jnl`	Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation CoRR Blai Bonet, Judea Pearl
2013	J	`jnl`	Reasoning With Qualitative Probabilities Can Be Tractable CoRR Moisés Goldszmidt, Judea Pearl
2013	J	`jnl`	Structural Counterfactuals: A Brief Introduction. Cogn. Sci. Judea Pearl
2013	J	`jnl`	Structuring Causal Tree Models with Continuous Variables CoRR Lei Xu, Judea Pearl
2013	J	`jnl`	Testing Identifiability of Causal Effects CoRR David Galles, Judea Pearl
2013	J	`jnl`	The Recovery of Causal Poly-Trees from Statistical Data CoRR George Rebane, Judea Pearl
2013	—	`conf`	Transportability from Multiple Environments with Limited Experiments. NIPS Elias Bareinboim, Sanghack Lee, Vasant G. Honavar, Judea Pearl
2013	J	`jnl`	d-Separation: From Theorems to Algorithms CoRR Dan Geiger, Tom S. Verma, Judea Pearl
2012	J	`jnl`	Causal Inference by Surrogate Experiments: z-Identifiability CoRR Elias Bareinboim, Judea Pearl
2012	A	`conf`	Causal Inference by Surrogate Experiments: z-Identifiability. UAI Elias Bareinboim, Judea Pearl
2012	J	`jnl`	Confounding Equivalence in Causal Inference CoRR Judea Pearl, Azaria Paz
2012	A	`conf`	Controlling Selection Bias in Causal Inference. AISTATS Elias Bareinboim, Judea Pearl
2012	J	`jnl`	Effects of Treatment on the Treated: Identification and Generalization CoRR Ilya Shpitser, Judea Pearl
2012	J	`jnl`	Graphical Condition for Identification in recursive SEM. CoRR Carlos Brito, Judea Pearl
2012	—	`conf`	Human and Machine Intelligence. ACM-TURING Barbara J. Grosz, Edward A. Feigenbaum, Marvin Minsky, Judea Pearl, Raj Reddy
2012	J	`jnl`	Identification of Conditional Interventional Distributions. CoRR Ilya Shpitser, Judea Pearl
2012	J	`jnl`	On Measurement Bias in Causal Inference CoRR Judea Pearl
2012	J	`jnl`	On a Class of Bias-Amplifying Variables that Endanger Effect Estimates CoRR Judea Pearl
2012	J	`jnl`	Robustness of Causal Claims CoRR Judea Pearl
2012	J	`jnl`	The Do-Calculus Revisited CoRR Judea Pearl
2012	A	`conf`	The Do-Calculus Revisited. UAI Judea Pearl
2012	A*	`conf`	Transportability of Causal Effects: Completeness Results. AAAI Elias Bareinboim, Judea Pearl
2012	J	`jnl`	What Counterfactuals Can Be Tested CoRR Ilya Shpitser, Judea Pearl
2011	—	`ch.`	Causal Diagrams. International Encyclopedia of Statistical Science Sander Greenland, Judea Pearl
2011	A*	`conf`	Controlling Selection Bias in Causal Inference. AAAI Elias Bareinboim, Judea Pearl
2011	J	`jnl`	Graphical models, potential outcomes and causal inference: Comment on Linquist and Sobel. NeuroImage Judea Pearl
2011	—	`conf`	Local Characterizations of Causal Bayesian Networks. GKR Elias Bareinboim, Carlos Brito, Judea Pearl
2011	B	`conf`	On Counterfactuals and Cognitive Science: Rumlhart Prize Symposium in Honor of Judea Pearl. CogSci Steven A. Sloman, Judea Pearl, Nick Chater, Lance J. Rips, Jim Joyce, Stefan Kaufmann
2011	B	`conf`	The algorithmization of counterfactuals. CogSci Judea Pearl
2011	J	`jnl`	The algorithmization of counterfactuals. Ann. Math. Artif. Intell. Judea Pearl
2011	A*	`conf`	The mathematics of causal inference. KDD Judea Pearl
2011	A*	`conf`	Transportability of Causal and Statistical Relations: A Formal Approach. AAAI Judea Pearl, Elias Bareinboim
2011	—	`conf`	Transportability of Causal and Statistical Relations: A Formal Approach. ICDM Workshops Judea Pearl, Elias Bareinboim
2010	J	`jnl`	Belief propagation: technical perspective. Commun. ACM Yair Weiss, Judea Pearl
2010	—	`conf`	Causal Inference. NIPS Causality: Objectives and Assessment Judea Pearl
2010	A	`conf`	Confounding Equivalence in Causal Inference. UAI Judea Pearl, Azaria Paz
2010	A	`conf`	On Measurement Bias in Causal Inference. UAI Judea Pearl
2010	A	`conf`	On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. UAI Judea Pearl
2009	A	`conf`	Effects of Treatment on the Treated: Identification and Generalization. UAI Ilya Shpitser, Judea Pearl
2008	J	`jnl`	Complete Identification Methods for the Causal Hierarchy. J. Mach. Learn. Res. Ilya Shpitser, Judea Pearl
2008	A*	`conf`	Dormant Independence. AAAI Ilya Shpitser, Judea Pearl
2007	J	`jnl`	Causality and Counterfactuals in the Situation Calculus. J. Log. Comput. Mark Hopkins, Judea Pearl
2007	A	`conf`	What Counterfactuals Can Be Tested. UAI Ilya Shpitser, Judea Pearl
2006	A*	`conf`	A Characterization of Interventional Distributions in Semi-Markovian Causal Models. AAAI Jin Tian, Changsung Kang, Judea Pearl
2006	A	`conf`	Graphical Condition for Identification in recursive SEM. UAI Carlos Brito, Judea Pearl
2006	A	`conf`	Identification of Conditional Interventional Distributions. UAI Ilya Shpitser, Judea Pearl
2006	A*	`conf`	Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models. AAAI Ilya Shpitser, Judea Pearl
2005	A*	`conf`	Identifiability of Path-Specific Effects. IJCAI Chen Avin, Ilya Shpitser, Judea Pearl
2005	J	`jnl`	Influence Diagrams - Historical and Personal Perspectives. Decis. Anal. Judea Pearl
2005	J	`jnl`	Response to review by Kyburg. Artif. Intell. Judea Pearl
2004	A	`conf`	Robustness of Causal Claims. UAI Judea Pearl
2002	—	`conf`	A General Identification Condition for Causal Effects. AAAI/IAAI Jin Tian, Judea Pearl
2002	—	`conf`	A Graphical Criterion for the Identification of Causal Effects in Linear Models. AAAI/IAAI Carlos Brito, Judea Pearl
2002	—	`conf`	A New Characterization of the Experimental Implications of Causal Bayesian Networks. AAAI/IAAI Jin Tian, Judea Pearl
2002	J	`jnl`	Causes and Explanations: A Structural-Model Approach. Part II: Explanations CoRR Joseph Y. Halpern, Judea Pearl
2002	A	`conf`	Generalized Instrumental Variables. UAI Carlos Brito, Judea Pearl
2002	A	`conf`	On the Testable Implications of Causal Models with Hidden Variables. UAI Jin Tian, Judea Pearl
2002	A	`conf`	Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. UAI Blai Bonet, Judea Pearl
2002	J	`jnl`	Reasoning with Cause and Effect. AI Mag. Judea Pearl
2001	A	`conf`	Causal Discovery from Changes. UAI Jin Tian, Judea Pearl
2001	A*	`conf`	Causes and Explanations: A Structural-Model Approach - Part II: Explanations. IJCAI Joseph Y. Halpern, Judea Pearl
2001	A	`conf`	Causes and Explanations: A Structural-Model Approach: Part 1: Causes. UAI Joseph Y. Halpern, Judea Pearl
2001	A	`conf`	Direct and Indirect Effects. UAI Judea Pearl
2001	J	`jnl`	On Two Pseudo-Paradoxes in Bayesian Analysis. Ann. Math. Artif. Intell. Judea Pearl
2000	J	`jnl`	Causes and Explanations: A Structural-Model Approach, Part I: Causes CoRR Joseph Y. Halpern, Judea Pearl
2000	A	`conf`	Probabilities of Causation: Bounds and Identification. UAI Jin Tian, Judea Pearl
2000	J	`jnl`	Probabilities of causation: Bounds and identification. Ann. Math. Artif. Intell. Jin Tian, Judea Pearl
1999	J	`jnl`	Probabilities Of Causation: Three Counterfactual Interpretations And Their Identification. Synth. Judea Pearl
1999	A*	`conf`	Reasoning with Cause and Effect. IJCAI Judea Pearl
1999	A	`conf`	Testing regression models with fewer regressors. AISTATS Judea Pearl, Peyman Meshkat
1997	J	`jnl`	Axioms of Causal Relevance. Artif. Intell. David Galles, Judea Pearl
1997	—	`ch.`	Graphical Models for Probabilistic and Causal Reasoning. The Computer Science and Engineering Handbook Judea Pearl
1997	J	`jnl`	On the Logic of Iterated Belief Revision. Artif. Intell. Adnan Darwiche, Judea Pearl
1997	J	`jnl`	The Relevance of Relevance (Editorial). Artif. Intell. Devika Subramanian, Russell Greiner, Judea Pearl
1996	—	`conf`	A Clinician's Tool for Analyzing Non-Compliance. AAAI/IAAI, Vol. 2 David Maxwell Chickering, Judea Pearl
1996	J	`jnl`	A new characterization of graphs based on interception relations. J. Graph Theory Azaria Paz, Judea Pearl, Shmuel Ur
1996	B	`conf`	Causation, Action and Counterfactuals. TARK Judea Pearl
1996	J	`jnl`	Decision Making Under Uncertainty. ACM Comput. Surv. Judea Pearl
1996	A	`conf`	Identifying Independencies in Causal Graphs with Feedback. UAI Judea Pearl, Rina Dechter
1996	J	`jnl`	Logarithmic-Time Updates and Queries in Probabilistic Networks CoRR Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
1996	J	`jnl`	Logarithmic-Time Updates and Queries in Probabilistic Networks. J. Artif. Intell. Res. Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
1996	J	`jnl`	Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling. Artif. Intell. Judea Pearl
1996	J	`jnl`	Uncovering Trees in Constraint Networks. Artif. Intell. Itay Meiri, Rina Dechter, Judea Pearl
1995	A	`conf`	A Causal Calculus for Statistical Research. AISTATS Judea Pearl
1995	J	`jnl`	Causal inference from indirect experiments. Artif. Intell. Medicine Judea Pearl
1995	A	`conf`	Counterfactuals and Policy Analysis in Structural Models. UAI Alexander Balke, Judea Pearl
1995	A	`conf`	Logarithmic-Time Updates and Queries in Probabilistic Networks. UAI Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
1995	A	`conf`	On the Testability of Causal Models With Latent and Instrumental Variables. UAI Judea Pearl
1995	A	`conf`	Probabilistic evaluation of sequential plans from causal models with hidden variables. UAI Judea Pearl, James M. Robins
1995	A*	`conf`	Specificity and Inheritance in Default Reasoning. IJCAI Sek-Wah Tan, Judea Pearl
1995	A	`conf`	Testing Identifiability of Causal Effects. UAI David Galles, Judea Pearl
1994	A	`conf`	A Probabilistic Calculus of Actions. UAI Judea Pearl
1994	A	`conf`	Causation, Action and Counterfactuals. ECAI Judea Pearl
1994	A	`conf`	Counterfactual Probabilities: Computational Methods, Bounds and Applications. UAI Alexander Balke, Judea Pearl
1994	A	`conf`	On Testing Whether an Embedded Bayesian Network Represents a Probability Model. UAI Dan Geiger, Azaria Paz, Judea Pearl
1994	B	`conf`	On the Logic of iterated Belief Revision. TARK Adnan Darwiche, Judea Pearl
1994	A*	`conf`	Probabilistic Evaluation of Counterfactual Queries. AAAI Alexander Balke, Judea Pearl
1994	A*	`conf`	Qualitative Decision Theory. AAAI Sek-Wah Tan, Judea Pearl
1994	A*	`conf`	Specification and Evaluation of Preferences Under Uncertainty. KR Sek-Wah Tan, Judea Pearl
1994	A*	`conf`	Symbolic Causal Networks. AAAI Adnan Darwiche, Judea Pearl
1993	J	`jnl`	A Maximum Entropy Approach to Nonmonotonic Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. Moisés Goldszmidt, Paul H. Morris, Judea Pearl
1993	J	`jnl`	Belief Networks Revisited. Artif. Intell. Judea Pearl
1993	A	`conf`	Deciding Morality of Graphs is NP-complete. UAI Thomas Verma, Judea Pearl
1993	A	`conf`	From Conditional Oughts to Qualitative Decision Theory. UAI Judea Pearl
1992	A	`conf`	An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation. UAI Thomas Verma, Judea Pearl
1992	J	`jnl`	Conditional Entailment: Bridging two Approaches to Default Reasoning. Artif. Intell. Hector Geffner, Judea Pearl
1992	—	`conf`	Empirical Semantics for Defeasible Databases. JICSLP Judea Pearl
1992	J	`jnl`	On the Consistency of Defeasible Databases. Artif. Intell. Moisés Goldszmidt, Judea Pearl
1992	A*	`conf`	Rank-based Systems: A Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions. KR Moisés Goldszmidt, Judea Pearl
1992	A	`conf`	Reasoning with Qualitative Probabilities Can Be Tractable. UAI Moisés Goldszmidt, Judea Pearl
1992	J	`jnl`	Rejoinder to comments on "reasoning with belief functions: An analysis of compatibility". Int. J. Approx. Reason. Judea Pearl
1992	J	`jnl`	Structure Identification in Relational Data. Artif. Intell. Rina Dechter, Judea Pearl
1991	A*	`conf`	A Theory of Inferred Causation. KR Judea Pearl, Thomas Verma
1991	J	`jnl`	Axioms and Algorithms for Inferences Involving Probabilistic Independence Inf. Comput. Dan Geiger, Azaria Paz, Judea Pearl
1991	A*	`conf`	Directed Constraint Networks: A Relational Framework for Causal Modeling. IJCAI Rina Dechter, Judea Pearl
1991	A*	`conf`	System-Z+: A Formalism for Reasoning with Variable-Strength Defaults. AAAI Moisés Goldszmidt, Judea Pearl
1991	J	`jnl`	Temporal Constraint Networks. Artif. Intell. Rina Dechter, Itay Meiri, Judea Pearl
1990	A*	`conf`	A Maximum Entropy Approach to Nonmonotonic Reasoning. AAAI Moisés Goldszmidt, Paul H. Morris, Judea Pearl
1990	A	`conf`	Equivalence and synthesis of causal models. UAI Thomas Verma, Judea Pearl
1990	J	`jnl`	Identifying independence in bayesian networks. Networks Dan Geiger, Thomas Verma, Judea Pearl
1990	A*	`conf`	Learning Causal Trees from Dependence Information. AAAI Dan Geiger, Azaria Paz, Judea Pearl
1990	J	`jnl`	Logical and algorithmic properties of independence and their application to Bayesian networks. Ann. Math. Artif. Intell. Dan Geiger, Judea Pearl
1990	J	`jnl`	Reasoning with belief functions: An analysis of compatibility. Int. J. Approx. Reason. Judea Pearl
1990	B	`conf`	System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning. TARK Judea Pearl
1990	A*	`conf`	Tree Decomposition with Applications to Constraint Processing. AAAI Itay Meiri, Judea Pearl, Rina Dechter
1989	J	`jnl`	Conditional independence and its representations. Kybernetika Judea Pearl, Dan Geiger, Thomas Verma
1989	A	`conf`	Deciding Consistency of Databases Containing Defeasible and Strict Information. UAI Moisés Goldszmidt, Judea Pearl
1989	A*	`conf`	Learning Structure from Data: A Survey. COLT Judea Pearl, Rina Dechter
1989	A*	`conf`	Probabilistic Semantics for Nonmonotonic Reasoning: A Survey. KR Judea Pearl
1989	—	`book`	Probabilistic reasoning in intelligent systems - networks of plausible inference. Judea Pearl
1989	A*	`conf`	Temporal Constraint Networks. KR Rina Dechter, Itay Meiri, Judea Pearl
1989	J	`jnl`	Tree Clustering for Constraint Networks. Artif. Intell. Rina Dechter, Judea Pearl
1989	A	`conf`	d-Separation: From Theorems to Algorithms. UAI Dan Geiger, Thomas Verma, Judea Pearl
1988	A	`conf`	Causal networks: semantics and expressiveness. UAI Thomas Verma, Judea Pearl
1988	J	`jnl`	Do we need higher-order probabilities, and, if so, what do they mean? Int. J. Approx. Reason. Judea Pearl
1988	J	`jnl`	Embracing Causality in Default Reasoning. Artif. Intell. Judea Pearl
1988	J	`jnl`	On logic and probability. Comput. Intell. Judea Pearl
1988	J	`jnl`	On probability intervals. Int. J. Approx. Reason. Judea Pearl
1988	A	`conf`	On the logic of causal models. UAI Dan Geiger, Judea Pearl
1988	J	`jnl`	The recovery of causal poly-trees from statistical data. Int. J. Approx. Reason. George Rebane, Judea Pearl
1988	A*	`conf`	Tree-Clustering Schemes for Constraint-Processing. AAAI Rina Dechter, Judea Pearl
1987	A*	`conf`	An Improved Constraint-Propagation Algorithm for Diagnosis. IJCAI Hector Geffner, Judea Pearl
1987	J	`jnl`	Convince: A Conversational Inference Consolidation Engine. IEEE Trans. Syst. Man Cybern. Jin H. Kim, Judea Pearl
1987	J	`jnl`	Distributed Revision of Composite Beliefs. Artif. Intell. Judea Pearl
1987	A*	`conf`	Embracing Causality in Formal Reasoning. AAAI Judea Pearl
1987	J	`jnl`	Evidential Reasoning Using Stochastic Simulation of Causal Models. Artif. Intell. Judea Pearl
1987	J	`jnl`	Network-Based Heuristics for Constraint-Satisfaction Problems. Artif. Intell. Rina Dechter, Judea Pearl
1987	A	`conf`	Structuring Causal Tree Models with Continuous Variables. UAI Lei Xu, Judea Pearl
1987	A*	`conf`	The Logic of Representing Dependencies by Directed Graphs. AAAI Judea Pearl, Thomas Verma
1987	A	`conf`	The Recovery of Causal Poly-Trees from Statistical Data. UAI George Rebane, Judea Pearl
1986	A*	`conf`	Comprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring. AAAI Ingrid Zukerman, Judea Pearl
1986	A	`conf`	Distributedrevision of belief commitment in composite explanations. UAI Judea Pearl
1986	J	`jnl`	Fusion, Propagation, and Structuring in Belief Networks. Artif. Intell. Judea Pearl
1986	A	`conf`	Graphoids: Graph-Based Logic for Reasoning about Relevance Relations or When would x tell you more about y if you already know z? ECAI Judea Pearl, Azaria Paz
1986	J	`jnl`	On Evidential Reasoning in a Hierarchy of Hypotheses. Artif. Intell. Judea Pearl
1986	A*	`conf`	On the Logic of Probabilistic Dependencies. AAAI Judea Pearl
1986	C	`conf`	Probabilistic reasoning using graphs. IPMU Judea Pearl
1986	J	`jnl`	Structuring causal trees. J. Complex. Judea Pearl, Michael Tarsi
1985	A	`conf`	A Constraint-Propagation Approach to Probabilistic Reasoning. UAI Judea Pearl
1985	J	`jnl`	Generalized Best-First Search Strategies and the Optimality of A* J. ACM Rina Dechter, Judea Pearl
1985	—	`conf`	How to Do with Probabilities What People Say You Can't. CAIA Judea Pearl
1985	A*	`conf`	Learning Hidden Causes from Empirical Data. IJCAI Judea Pearl
1985	A*	`conf`	The Anatomy of Easy Problems: A Constraint-Satisfaction Formulation. IJCAI Rina Dechter, Judea Pearl
1984	—	`book`	Heuristics - intelligent search strategies for computer problem solving. Judea Pearl
1984	J	`jnl`	Some Recent Results in Heuristic Search Theory. IEEE Trans. Pattern Anal. Mach. Intell. Judea Pearl
1983	A*	`conf`	A Computational Model for Causal and Diagnostic Reasoning in Inference Systems. IJCAI Jin H. Kim, Judea Pearl
1983	J	`jnl`	A Minimax Algorithm Better Than Alpha-Beta? Yes and No. Artif. Intell. Igor Roizen, Judea Pearl
1983	J	`jnl`	Knowledge Versus Search: A Quantitative Analysis Using A Artif. Intell. Judea Pearl
1983	J	`jnl`	On the Discovery and Generation of Certain Heuristics. AI Mag. Judea Pearl
1983	J	`jnl`	On the Nature of Pathology in Game Searching. Artif. Intell. Judea Pearl
1983	J	`jnl`	Searching for an Optimal Path in a Tree with Random Costs. Artif. Intell. Richard M. Karp, Judea Pearl
1983	A*	`conf`	The Optimality of A* Revisited. AAAI Rina Dechter, Judea Pearl
1982	J	`jnl`	GODDESS: A Goal-Directed Decision Structuring System. IEEE Trans. Pattern Anal. Mach. Intell. Judea Pearl, Antonio Leal, Joseph Saleh
1982	A*	`conf`	Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. AAAI Judea Pearl
1982	J	`jnl`	Studies in Semi-Admissible Heuristics. IEEE Trans. Pattern Anal. Mach. Intell. Judea Pearl, Jin H. Kim
1982	J	`jnl`	The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality. Commun. ACM Judea Pearl
1982	A	`conf`	The Utility of Precision in Search Heuristics. ECAI Judea Pearl
1981	J	`jnl`	A Space-Efficient On-Line Method of Computing Quantile Estimates. J. Algorithms Judea Pearl
1981	A*	`conf`	Heuristic Search Theory: Survey of Recent Results. IJCAI Judea Pearl
1981	A*	`conf`	The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm. ICALP Judea Pearl
1980	B	`conf`	Asymptotic Complexity of Game-Searching Procedures. MFCS Judea Pearl
1980	J	`jnl`	Asymptotic Properties of Minimax Trees and Game-Searching Procedures. Artif. Intell. Judea Pearl
1980	J	`jnl`	Probabilistic Analysis of the Complexity of A Artif. Intell. Nam Huyn, Rina Dechter, Judea Pearl
1980	A*	`conf`	SCOUT: A Simple Game-Searching Algorithm with Proven Optimal Properties. AAAI Judea Pearl
1980	J	`jnl`	Storage space versus validity of answers in probabilistic question-answering systems. IEEE Trans. Inf. Theory Judea Pearl, Alain Crolotte
1979	J	`jnl`	Asymptotic Properties of Discrete Unitary Transforms. IEEE Trans. Pattern Anal. Mach. Intell. Yechiam Yemini, Judea Pearl
1979	J	`jnl`	Asymptotic rate-distortion functions for coding precedence relations (Corresp.). IEEE Trans. Inf. Theory Alain Crolotte, Judea Pearl
1979	J	`jnl`	Bounds on memory versus error trade-offs in question-answering systems. IEEE Trans. Inf. Theory Alain Crolotte, Judea Pearl
1979	J	`jnl`	Capacity and Error Estimates for Boolean Classifiers with Limited Complexity. IEEE Trans. Pattern Anal. Mach. Intell. Judea Pearl
1979	J	`jnl`	Elasticity conditions for storage versus error exchange in question-Answering systems. IEEE Trans. Inf. Theory Alain Crolotte, Judea Pearl
1977	J	`jnl`	A Framework for Processing Value Judgments. IEEE Trans. Syst. Man Cybern. Judea Pearl
1977	J	`jnl`	An Interactive Program Fo Conversational Elicitation of Decision Structures. IEEE Trans. Syst. Man Cybern. Antonio Leal, Judea Pearl
1977	A*	`conf`	An Interactive Program for Conversational Elecitation of Decision Structures. IJCAI Antonio Leal, Judea Pearl
1977	J	`jnl`	On summarizing data using probabilistic assertions. IEEE Trans. Inf. Theory Judea Pearl
1976	J	`jnl`	An application of rate-distortion theory to pattern recognition and classification. Pattern Recognit. Judea Pearl
1976	J	`jnl`	Memory Versus Error Characteristics for Inexact Representations of Linear Orders. IEEE Trans. Computers Judea Pearl
1976	J	`jnl`	On coding precedence relations with a pair-ordering fidelity criterion (Corresp.). IEEE Trans. Inf. Theory Judea Pearl
1976	J	`jnl`	Theoretical bounds on the complexity of inexact computations. IEEE Trans. Inf. Theory Judea Pearl
1975	A*	`conf`	On The Storage Economy Of Error-Tolerating Question-Answering Systems. IJCAI Judea Pearl
1975	J	`jnl`	On the Complexity of Inexact Computations. Inf. Process. Lett. Judea Pearl
1975	J	`jnl`	On the Storage Economy of Inferential Question-Answering Systems. IEEE Trans. Syst. Man Cybern. Judea Pearl
1975	J	`jnl`	On the residual correlation of finite-dimensional discrete Fourier transforms of stationary signals (Corresp.). IEEE Trans. Inf. Theory Massih Hamidi, Judea Pearl
1975	J	`jnl`	Optimal Dyadic Models of Time-Invariant Systems. IEEE Trans. Computers Judea Pearl
1973	J	`jnl`	On coding and filtering stationary signals by discrete Fourier transforms (Corresp.). IEEE Trans. Inf. Theory Judea Pearl
1973	J	`jnl`	Time, frequency, sequency, and their uncertainty relations (Corresp.). IEEE Trans. Inf. Theory Judea Pearl
1972	J	`jnl`	Comments on "Application of Walsh Transform to Statistical Analysis". IEEE Trans. Syst. Man Cybern. C. K. Yuen, Judea Pearl
1972	J	`jnl`	Performance Measures for Transform Data Coding. IEEE Trans. Commun. Judea Pearl, Harry C. Andrews, William K. Pratt
1971	J	`jnl`	Application of Walsh Transform to Statistical Analysis. IEEE Trans. Syst. Man Cybern. Judea Pearl
1971	J	`jnl`	Basis-restricted transformations and performance measures for spectral representations (Corresp.). IEEE Trans. Inf. Theory Judea Pearl