Basis-restricted transformations and performance measures for spectral representations (Corresp.). - Judea Pearl (IEEE Trans. Inf. Theory, 1971)

Application of Walsh Transform to Statistical Analysis. - Judea Pearl (IEEE Trans. Syst. Man Cybern., 1971)

Performance Measures for Transform Data Coding. - Judea Pearl; Harry C. Andrews; William K. Pratt (IEEE Trans. Commun., 1972)

Comments on "Application of Walsh Transform to Statistical Analysis". - C. K. Yuen; Judea Pearl (IEEE Trans. Syst. Man Cybern., 1972)

Time, frequency, sequency, and their uncertainty relations (Corresp.). - Judea Pearl (IEEE Trans. Inf. Theory, 1973)

On coding and filtering stationary signals by discrete Fourier transforms (Corresp.). - Judea Pearl (IEEE Trans. Inf. Theory, 1973)

On The Storage Economy Of Error-Tolerating Question-Answering Systems. - Judea Pearl (IJCAI, 1975)

On the Complexity of Inexact Computations. - Judea Pearl (Inf. Process. Lett., 1975)

Optimal Dyadic Models of Time-Invariant Systems. - Judea Pearl (IEEE Trans. Computers, 1975)

On the residual correlation of finite-dimensional discrete Fourier transforms of stationary signals (Corresp.). - Massih Hamidi; Judea Pearl (IEEE Trans. Inf. Theory, 1975)

On the Storage Economy of Inferential Question-Answering Systems. - Judea Pearl (IEEE Trans. Syst. Man Cybern., 1975)

An application of rate-distortion theory to pattern recognition and classification. - Judea Pearl (Pattern Recognit., 1976)

Memory Versus Error Characteristics for Inexact Representations of Linear Orders. - Judea Pearl (IEEE Trans. Computers, 1976)

On coding precedence relations with a pair-ordering fidelity criterion (Corresp.). - Judea Pearl (IEEE Trans. Inf. Theory, 1976)

Theoretical bounds on the complexity of inexact computations. - Judea Pearl (IEEE Trans. Inf. Theory, 1976)

An Interactive Program for Conversational Elecitation of Decision Structures. - Antonio Leal; Judea Pearl (IJCAI, 1977)

On summarizing data using probabilistic assertions. - Judea Pearl (IEEE Trans. Inf. Theory, 1977)

An Interactive Program Fo Conversational Elicitation of Decision Structures. - Antonio Leal; Judea Pearl (IEEE Trans. Syst. Man Cybern., 1977)

A Framework for Processing Value Judgments. - Judea Pearl (IEEE Trans. Syst. Man Cybern., 1977)

Capacity and Error Estimates for Boolean Classifiers with Limited Complexity. - Judea Pearl (IEEE Trans. Pattern Anal. Mach. Intell., 1979)

Asymptotic Properties of Discrete Unitary Transforms. - Yechiam Yemini; Judea Pearl (IEEE Trans. Pattern Anal. Mach. Intell., 1979)

Asymptotic rate-distortion functions for coding precedence relations (Corresp.). - Alain Crolotte; Judea Pearl (IEEE Trans. Inf. Theory, 1979)

Bounds on memory versus error trade-offs in question-answering systems. - Alain Crolotte; Judea Pearl (IEEE Trans. Inf. Theory, 1979)

Elasticity conditions for storage versus error exchange in question-Answering systems. - Alain Crolotte; Judea Pearl (IEEE Trans. Inf. Theory, 1979)

SCOUT: A Simple Game-Searching Algorithm with Proven Optimal Properties. - Judea Pearl (AAAI, 1980)

Asymptotic Complexity of Game-Searching Procedures. - Judea Pearl (MFCS, 1980)

Probabilistic Analysis of the Complexity of A*. - Nam Huyn; Rina Dechter; Judea Pearl (Artif. Intell., 1980)

Asymptotic Properties of Minimax Trees and Game-Searching Procedures. - Judea Pearl (Artif. Intell., 1980)

Storage space versus validity of answers in probabilistic question-answering systems. - Judea Pearl; Alain Crolotte (IEEE Trans. Inf. Theory, 1980)

The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm. - Judea Pearl (ICALP, 1981)

Heuristic Search Theory: Survey of Recent Results. - Judea Pearl (IJCAI, 1981)

A Space-Efficient On-Line Method of Computing Quantile Estimates. - Judea Pearl (J. Algorithms, 1981)

Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. - Judea Pearl (AAAI, 1982)

The Utility of Precision in Search Heuristics. - Judea Pearl (ECAI, 1982)

The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality. - Judea Pearl (Commun. ACM, 1982)

Studies in Semi-Admissible Heuristics. - Judea Pearl; Jin H. Kim (IEEE Trans. Pattern Anal. Mach. Intell., 1982)

GODDESS: A Goal-Directed Decision Structuring System. - Judea Pearl; Antonio Leal; Joseph Saleh (IEEE Trans. Pattern Anal. Mach. Intell., 1982)

The Optimality of A* Revisited. - Rina Dechter; Judea Pearl (AAAI, 1983)

A Computational Model for Causal and Diagnostic Reasoning in Inference Systems. - Jin H. Kim; Judea Pearl (IJCAI, 1983)

Searching for an Optimal Path in a Tree with Random Costs. - Richard M. Karp; Judea Pearl (Artif. Intell., 1983)

Knowledge Versus Search: A Quantitative Analysis Using A*. - Judea Pearl (Artif. Intell., 1983)

On the Nature of Pathology in Game Searching. - Judea Pearl (Artif. Intell., 1983)

A Minimax Algorithm Better Than Alpha-Beta? Yes and No. - Igor Roizen; Judea Pearl (Artif. Intell., 1983)

On the Discovery and Generation of Certain Heuristics. - Judea Pearl (AI Mag., 1983)

Heuristics - intelligent search strategies for computer problem solving. - Judea Pearl (Addison-Wesley, 1984)

Some Recent Results in Heuristic Search Theory. - Judea Pearl (IEEE Trans. Pattern Anal. Mach. Intell., 1984)

How to Do with Probabilities What People Say You Can't. - Judea Pearl (CAIA, 1985)

The Anatomy of Easy Problems: A Constraint-Satisfaction Formulation. - Rina Dechter; Judea Pearl (IJCAI, 1985)

Learning Hidden Causes from Empirical Data. - Judea Pearl (IJCAI, 1985)

A Constraint-Propagation Approach to Probabilistic Reasoning. - Judea Pearl (UAI, 1985)

Generalized Best-First Search Strategies and the Optimality of A* - Rina Dechter; Judea Pearl (J. ACM, 1985)

On the Logic of Probabilistic Dependencies. - Judea Pearl (AAAI, 1986)

Comprehension-Driven Generation of Meta-Technical Utterances in Math Tutoring. - Ingrid Zukerman; Judea Pearl (AAAI, 1986)

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 (ECAI, 1986)

Probabilistic reasoning using graphs. - Judea Pearl (IPMU, 1986)

Distributedrevision of belief commitment in composite explanations. - Judea Pearl (UAI, 1986)

Fusion, Propagation, and Structuring in Belief Networks. - Judea Pearl (Artif. Intell., 1986)

On Evidential Reasoning in a Hierarchy of Hypotheses. - Judea Pearl (Artif. Intell., 1986)

Structuring causal trees. - Judea Pearl; Michael Tarsi (J. Complex., 1986)

Embracing Causality in Formal Reasoning. - Judea Pearl (AAAI, 1987)

The Logic of Representing Dependencies by Directed Graphs. - Judea Pearl; Thomas Verma (AAAI, 1987)

An Improved Constraint-Propagation Algorithm for Diagnosis. - Hector Geffner; Judea Pearl (IJCAI, 1987)

Structuring Causal Tree Models with Continuous Variables. - Lei Xu 001; Judea Pearl (UAI, 1987)

Network-Based Heuristics for Constraint-Satisfaction Problems. - Rina Dechter; Judea Pearl (Artif. Intell., 1987)

Evidential Reasoning Using Stochastic Simulation of Causal Models. - Judea Pearl (Artif. Intell., 1987)

Distributed Revision of Composite Beliefs. - Judea Pearl (Artif. Intell., 1987)

Convince: A Conversational Inference Consolidation Engine. - Jin H. Kim; Judea Pearl (IEEE Trans. Syst. Man Cybern., 1987)

Tree-Clustering Schemes for Constraint-Processing. - Rina Dechter; Judea Pearl (AAAI, 1988)

On the logic of causal models. - Dan Geiger; Judea Pearl (UAI, 1988)

Causal networks: semantics and expressiveness. - Thomas Verma; Judea Pearl (UAI, 1988)

Embracing Causality in Default Reasoning. - Judea Pearl (Artif. Intell., 1988)

On logic and probability. - Judea Pearl (Comput. Intell., 1988)

On probability intervals. - Judea Pearl (Int. J. Approx. Reason., 1988)

Do we need higher-order probabilities, and, if so, what do they mean? - Judea Pearl (Int. J. Approx. Reason., 1988)

The recovery of causal poly-trees from statistical data. - George Rebane; Judea Pearl (Int. J. Approx. Reason., 1988)

Probabilistic reasoning in intelligent systems - networks of plausible inference. - Judea Pearl (Morgan Kaufmann, 1989)

Learning Structure from Data: A Survey. - Judea Pearl; Rina Dechter (COLT, 1989)

Probabilistic Semantics for Nonmonotonic Reasoning: A Survey. - Judea Pearl (KR, 1989)

d-Separation: From Theorems to Algorithms. - Dan Geiger; Thomas Verma; Judea Pearl (UAI, 1989)

Deciding Consistency of Databases Containing Defeasible and Strict Information. - Moisés Goldszmidt; Judea Pearl (UAI, 1989)

Tree Clustering for Constraint Networks. - Rina Dechter; Judea Pearl (Artif. Intell., 1989)

Conditional independence and its representations. - Judea Pearl; Dan Geiger; Thomas Verma (Kybernetika, 1989)

Learning Causal Trees from Dependence Information. - Dan Geiger; Azaria Paz; Judea Pearl (AAAI, 1990)

Tree Decomposition with Applications to Constraint Processing. - Itay Meiri; Judea Pearl; Rina Dechter (AAAI, 1990)

System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning. - Judea Pearl (TARK, 1990)

Equivalence and synthesis of causal models. - Thomas Verma; Judea Pearl (UAI, 1990)

Logical and algorithmic properties of independence and their application to Bayesian networks. - Dan Geiger; Judea Pearl (Ann. Math. Artif. Intell., 1990)

Reasoning with belief functions: An analysis of compatibility. - Judea Pearl (Int. J. Approx. Reason., 1990)

Identifying independence in bayesian networks. - Dan Geiger; Thomas Verma; Judea Pearl (Networks, 1990)

System-Z+: A Formalism for Reasoning with Variable-Strength Defaults. - Moisés Goldszmidt; Judea Pearl (AAAI, 1991)

Directed Constraint Networks: A Relational Framework for Causal Modeling. - Rina Dechter; Judea Pearl (IJCAI, 1991)

A Theory of Inferred Causation. - Judea Pearl; Thomas Verma (KR, 1991)

Temporal Constraint Networks. - Rina Dechter; Itay Meiri; Judea Pearl (Artif. Intell., 1991)

Axioms and Algorithms for Inferences Involving Probabilistic Independence - Dan Geiger; Azaria Paz; Judea Pearl (Inf. Comput., 1991)

Empirical Semantics for Defeasible Databases. - Judea Pearl (JICSLP, 1992)

Rank-based Systems: A Simple Approach to Belief Revision, Belief Update, and Reasoning about Evidence and Actions. - Moisés Goldszmidt; Judea Pearl (KR, 1992)

Reasoning with Qualitative Probabilities Can Be Tractable. - Moisés Goldszmidt; Judea Pearl (UAI, 1992)

An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation. - Thomas Verma; Judea Pearl (UAI, 1992)

Structure Identification in Relational Data. - Rina Dechter; Judea Pearl (Artif. Intell., 1992)

Conditional Entailment: Bridging two Approaches to Default Reasoning. - Hector Geffner; Judea Pearl (Artif. Intell., 1992)

On the Consistency of Defeasible Databases. - Moisés Goldszmidt; Judea Pearl (Artif. Intell., 1992)

Rejoinder to comments on "reasoning with belief functions: An analysis of compatibility". - Judea Pearl (Int. J. Approx. Reason., 1992)

From Conditional Oughts to Qualitative Decision Theory. - Judea Pearl (UAI, 1993)

Deciding Morality of Graphs is NP-complete. - Thomas Verma; Judea Pearl (UAI, 1993)

Belief Networks Revisited. - Judea Pearl (Artif. Intell., 1993)

A Maximum Entropy Approach to Nonmonotonic Reasoning. - Moisés Goldszmidt; Paul H. Morris; Judea Pearl (IEEE Trans. Pattern Anal. Mach. Intell., 1993)

Probabilistic Evaluation of Counterfactual Queries. - Alexander Balke; Judea Pearl (AAAI, 1994)

Symbolic Causal Networks. - Adnan Darwiche; Judea Pearl (AAAI, 1994)

Qualitative Decision Theory. - Sek-Wah Tan; Judea Pearl (AAAI, 1994)

Causation, Action and Counterfactuals. - Judea Pearl (ECAI, 1994)

Specification and Evaluation of Preferences Under Uncertainty. - Sek-Wah Tan; Judea Pearl (KR, 1994)

Counterfactual Probabilities: Computational Methods, Bounds and Applications. - Alexander Balke; Judea Pearl (UAI, 1994)

On Testing Whether an Embedded Bayesian Network Represents a Probability Model. - Dan Geiger; Azaria Paz; Judea Pearl (UAI, 1994)

A Probabilistic Calculus of Actions. - Judea Pearl (UAI, 1994)

A Causal Calculus for Statistical Research. - Judea Pearl (AISTATS, 1995)

Specificity and Inheritance in Default Reasoning. - Sek-Wah Tan; Judea Pearl (IJCAI, 1995)

Counterfactuals and Policy Analysis in Structural Models. - Alexander Balke; Judea Pearl (UAI, 1995)

Testing Identifiability of Causal Effects. - David Galles; Judea Pearl (UAI, 1995)

On the Testability of Causal Models With Latent and Instrumental Variables. - Judea Pearl (UAI, 1995)

Probabilistic evaluation of sequential plans from causal models with hidden variables. - Judea Pearl; James M. Robins (UAI, 1995)

Causal inference from indirect experiments. - Judea Pearl (Artif. Intell. Medicine, 1995)

A Clinician's Tool for Analyzing Non-Compliance. - David Maxwell Chickering; Judea Pearl (AAAI/IAAI, Vol. 2, 1996)

Identifying Independencies in Causal Graphs with Feedback. - Judea Pearl; Rina Dechter (UAI, 1996)

Uncovering Trees in Constraint Networks. - Itay Meiri; Rina Dechter; Judea Pearl (Artif. Intell., 1996)

Qualitative Probabilities for Default Reasoning, Belief Revision, and Causal Modeling. - Judea Pearl (Artif. Intell., 1996)

Decision Making Under Uncertainty. - Judea Pearl (ACM Comput. Surv., 1996)

Logarithmic-Time Updates and Queries in Probabilistic Networks. - Arthur L. Delcher; Adam J. Grove; Simon Kasif; Judea Pearl (J. Artif. Intell. Res., 1996)

A new characterization of graphs based on interception relations. - Azaria Paz; Judea Pearl; Shmuel Ur (J. Graph Theory, 1996)

Graphical Models for Probabilistic and Causal Reasoning. - Judea Pearl (The Computer Science and Engineering Handbook, 1997)

On the Logic of Iterated Belief Revision. - Adnan Darwiche; Judea Pearl (Artif. Intell., 1997)

Axioms of Causal Relevance. - David Galles; Judea Pearl (Artif. Intell., 1997)

The Relevance of Relevance (Editorial). - Devika Subramanian; Russell Greiner; Judea Pearl (Artif. Intell., 1997)

Testing regression models with fewer regressors. - Judea Pearl; Peyman Meshkat (AISTATS, 1999)

Probabilities Of Causation: Three Counterfactual Interpretations And Their Identification. - Judea Pearl (Synth., 1999)

Probabilities of causation: Bounds and identification. - Jin Tian 001; Judea Pearl (Ann. Math. Artif. Intell., 2000)

Causes and Explanations: A Structural-Model Approach, Part I: Causes - Joseph Y. Halpern; Judea Pearl (CoRR, 2000)

Causes and Explanations: A Structural-Model Approach - Part II: Explanations. - Joseph Y. Halpern; Judea Pearl (IJCAI, 2001)

Causes and Explanations: A Structural-Model Approach: Part 1: Causes. - Joseph Y. Halpern; Judea Pearl (UAI, 2001)

Direct and Indirect Effects. - Judea Pearl (UAI, 2001)

Causal Discovery from Changes. - Jin Tian 001; Judea Pearl (UAI, 2001)

On Two Pseudo-Paradoxes in Bayesian Analysis. - Judea Pearl (Ann. Math. Artif. Intell., 2001)

A Graphical Criterion for the Identification of Causal Effects in Linear Models. - Carlos Brito 001; Judea Pearl (AAAI/IAAI, 2002)

A General Identification Condition for Causal Effects. - Jin Tian 001; Judea Pearl (AAAI/IAAI, 2002)

A New Characterization of the Experimental Implications of Causal Bayesian Networks. - Jin Tian 001; Judea Pearl (AAAI/IAAI, 2002)

Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. - Blai Bonet; Judea Pearl (UAI, 2002)

Generalized Instrumental Variables. - Carlos Brito 001; Judea Pearl (UAI, 2002)

On the Testable Implications of Causal Models with Hidden Variables. - Jin Tian 001; Judea Pearl (UAI, 2002)

Reasoning with Cause and Effect. - Judea Pearl (AI Mag., 2002)

Robustness of Causal Claims. - Judea Pearl (UAI, 2004)

Identifiability of Path-Specific Effects. - Chen Avin; Ilya Shpitser; Judea Pearl (IJCAI, 2005)

Response to review by Kyburg. - Judea Pearl (Artif. Intell., 2005)

Influence Diagrams - Historical and Personal Perspectives. - Judea Pearl (Decis. Anal., 2005)

Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models. - Ilya Shpitser; Judea Pearl (AAAI, 2006)

A Characterization of Interventional Distributions in Semi-Markovian Causal Models. - Jin Tian 001; Changsung Kang; Judea Pearl (AAAI, 2006)

Graphical Condition for Identification in recursive SEM. - Carlos Brito 001; Judea Pearl (UAI, 2006)

Identification of Conditional Interventional Distributions. - Ilya Shpitser; Judea Pearl (UAI, 2006)

What Counterfactuals Can Be Tested. - Ilya Shpitser; Judea Pearl (UAI, 2007)

Causality and Counterfactuals in the Situation Calculus. - Mark Hopkins; Judea Pearl (J. Log. Comput., 2007)

Dormant Independence. - Ilya Shpitser; Judea Pearl (AAAI, 2008)

Complete Identification Methods for the Causal Hierarchy. - Ilya Shpitser; Judea Pearl (J. Mach. Learn. Res., 2008)

Effects of Treatment on the Treated: Identification and Generalization. - Ilya Shpitser; Judea Pearl (UAI, 2009)

On a Class of Bias-Amplifying Variables that Endanger Effect Estimates. - Judea Pearl (UAI, 2010)

On Measurement Bias in Causal Inference. - Judea Pearl (UAI, 2010)

Confounding Equivalence in Causal Inference. - Judea Pearl; Azaria Paz (UAI, 2010)

Belief propagation: technical perspective. - Yair Weiss; Judea Pearl (Commun. ACM, 2010)

Causal Inference. - Judea Pearl (NIPS Causality: Objectives and Assessment, 2010)

Transportability of Causal and Statistical Relations: A Formal Approach. - Judea Pearl; Elias Bareinboim (AAAI, 2011)

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 001 (CogSci, 2011)

Local Characterizations of Causal Bayesian Networks. - Elias Bareinboim; Carlos Brito 001; Judea Pearl (GKR, 2011)

The mathematics of causal inference. - Judea Pearl (KDD, 2011)

The algorithmization of counterfactuals. - Judea Pearl (Ann. Math. Artif. Intell., 2011)

Graphical models, potential outcomes and causal inference: Comment on Linquist and Sobel. - Judea Pearl (NeuroImage, 2011)

Causal Diagrams. - Sander Greenland; Judea Pearl (International Encyclopedia of Statistical Science, 2011)

Transportability of Causal Effects: Completeness Results. - Elias Bareinboim; Judea Pearl (AAAI, 2012)

Human and Machine Intelligence. - Barbara J. Grosz; Edward A. Feigenbaum; Marvin Minsky; Judea Pearl; Raj Reddy (ACM-TURING, 2012)

Causal Inference by Surrogate Experiments: z-Identifiability. - Elias Bareinboim; Judea Pearl (UAI, 2012)

The Do-Calculus Revisited. - Judea Pearl (UAI, 2012)

Controlling Selection Bias in Causal Inference. - Elias Bareinboim; Judea Pearl (AISTATS, 2012)

Causal Transportability with Limited Experiments. - Elias Bareinboim; Judea Pearl (AAAI, 2013)

Meta-Transportability of Causal Effects: A Formal Approach. - Elias Bareinboim; Judea Pearl (AISTATS, 2013)

A simple criterion for controlling selection bias. - Eunice Yuh-Jie Chen; Judea Pearl (AISTATS, 2013)

Transportability from Multiple Environments with Limited Experiments. - Elias Bareinboim; Sanghack Lee; Vasant G. Honavar; Judea Pearl (NIPS, 2013)

Graphical Models for Inference with Missing Data. - Karthika Mohan; Judea Pearl; Jin Tian 001 (NIPS, 2013)

Structural Counterfactuals: A Brief Introduction. - Judea Pearl (Cogn. Sci., 2013)

A General Algorithm for Deciding Transportability of Experimental Results. - Elias Bareinboim; Judea Pearl (CoRR, 2013)

On the Equivalence of Causal Models - Tom S. Verma; Judea Pearl (CoRR, 2013)

Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations - Judea Pearl (CoRR, 2013)

Learning Link-Probabilities in Causal Trees - Igor Roizen; Judea Pearl (CoRR, 2013)

Graphical Models for Probabilistic and Causal Reasoning. - Judea Pearl (Computing Handbook, 3rd ed. (1), 2014)

Recovering from Selection Bias in Causal and Statistical Inference. - Elias Bareinboim; Jin Tian 001; Judea Pearl (AAAI, 2014)

Testable Implications of Linear Structural Equation Models. - Bryant Chen; Jin Tian 001; Judea Pearl (AAAI, 2014)

Random Bayesian networks with bounded indegree. - Eunice Yuh-Jie Chen; Judea Pearl (AISTATS, 2014)

On the Testability of Models with Missing Data. - Karthika Mohan; Judea Pearl (AISTATS, 2014)

Transportability from Multiple Environments with Limited Experiments: Completeness Results. - Elias Bareinboim; Judea Pearl (NIPS, 2014)

Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. - Karthika Mohan; Judea Pearl (NIPS, 2014)

Generalizing causal knowledge: theory and algorithms. - Elias Bareinboim; Judea Pearl (AI Matters, 2014)

Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. - Guy Van den Broeck; Karthika Mohan; Arthur Choi; Judea Pearl (CoRR, 2014)

Missing Data from a Causal Perspective. - Karthika Mohan; Judea Pearl (AMBN@JSAI-isAI, 2015)

Bandits with Unobserved Confounders: A Causal Approach. - Elias Bareinboim; Andrew Forney; Judea Pearl (NIPS, 2015)

Efficient Algorithms for Bayesian Network Parameter Learning from Incomplete Data. - Guy Van den Broeck; Karthika Mohan; Arthur Choi; Adnan Darwiche; Judea Pearl (UAI, 2015)

Missing Data as a Causal and Probabilistic Problem. - Ilya Shpitser; Karthika Mohan; Judea Pearl (UAI, 2015)

Identification by Auxiliary Instrumental Sets in Linear Structural Equation Models. - Bryant Chen; Judea Pearl; Elias Bareinboim (CoRR, 2015)

External Validity: From Do-Calculus to Transportability Across Populations. - Judea Pearl; Elias Bareinboim (CoRR, 2015)

Incorporating Knowledge into Structural Equation Models Using Auxiliary Variables. - Bryant Chen; Judea Pearl; Elias Bareinboim (IJCAI, 2016)

Causal inference and the data-fusion problem. - Elias Bareinboim; Judea Pearl (Proc. Natl. Acad. Sci. USA, 2016)

Preface to the ACM TIST Special Issue on Causal Discovery and Inference. - Kun Zhang 001; Jiuyong Li; Elias Bareinboim; Bernhard Schölkopf; Judea Pearl (ACM Trans. Intell. Syst. Technol., 2016)

Counterfactual Data-Fusion for Online Reinforcement Learners. - Andrew Forney; Judea Pearl; Elias Bareinboim (ICML, 2017)

Estimation with Incomplete Data: The Linear Case. - Karthika Mohan; Felix Thömmes; Judea Pearl (IJCAI, 2018)

Consistent Estimation given Missing Data. - Karthika Mohan; Judea Pearl (PGM, 2018)

Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. - Judea Pearl (WSDM, 2018)

What is Causal Inference? - Judea Pearl (AAAI Spring Symposium: Interpretable AI for Well-being, 2019)

The new science of cause and effect, with reflections on data science and artificial intelligence. - Judea Pearl (IEEE BigData, 2019)

Sensitivity Analysis of Linear Structural Causal Models. - Carlos Cinelli; Daniel Kumor; Bryant Chen; Judea Pearl; Elias Bareinboim (ICML, 2019)

Unit Selection Based on Counterfactual Logic. - Ang Li 009; Judea Pearl (IJCAI, 2019)

The seven tools of causal inference, with reflections on machine learning. - Judea Pearl (Commun. ACM, 2019)

A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models. - Chi Zhang 016; Bryant Chen; Judea Pearl (AAAI, 2020)

Exploiting Equality Constraints in Causal Inference. - Chi Zhang 016; Carlos Cinelli; Bryant Chen; Judea Pearl (AISTATS, 2021)

Probabilistic Evaluation of Counterfactual Queries. - Alexander Balke; Judea Pearl (Probabilistic and Causal Inference, 2022)

Recovering from Selection Bias in Causal and Statistical Inference. - Elias Bareinboim; Jin Tian 001; Judea Pearl (Probabilistic and Causal Inference, 2022)

Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data. - Karthika Mohan; Judea Pearl (Probabilistic and Causal Inference, 2022)

Turing Award Lecture. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Heuristics - Introduction. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Asymptotic Properties of Minimax Trees and Game-Searching Procedures. - Judea Pearl (Probabilistic and Causal Inference, 2022)

The Solution for the Branching Factor of the Alpha-Beta Pruning Algorithm and its Optimality. - Judea Pearl (Probabilistic and Causal Inference, 2022)

On the Discovery and Generation of Certain Heuristics. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Probabilities - Introduction. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Reverend Bayes on Inference Engines: A Distributed Hierarchical Approach. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Fusion, Propagation, and Structuring in Belief Networks. - Judea Pearl (Probabilistic and Causal Inference, 2022)

System Z: A Natural Ordering of Defaults with Tractable Applications to Nonmonotonic Reasoning. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Causality 1988-2001 - Introduction. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Causal Diagrams for Empirical Research (With Discussions). - Judea Pearl (Probabilistic and Causal Inference, 2022)

Probabilities of Causation: Three Counterfactual Interpretations and Their Identification. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Direct and Indirect Effects. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Causality 2002-2020 - Introduction. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Comment: Understanding Simpson's Paradox. - Judea Pearl (Probabilistic and Causal Inference, 2022)

Detecting Latent Heterogeneity. - Judea Pearl (Probabilistic and Causal Inference, 2022)

External Validity: From Do-Calculus to Transportability Across Populations. - Judea Pearl; Elias Bareinboim (Probabilistic and Causal Inference, 2022)

GRAPHOIDS: Graph-Based Logic for Reasoning about Relevance Relations OrWhen Would x Tell You More about y If You Already Know z? - Judea Pearl; Azaria Paz (Probabilistic and Causal Inference, 2022)

Equivalence and Synthesis of Causal Models. - Thomas Verma; Judea Pearl (Probabilistic and Causal Inference, 2022)

Unit Selection with Causal Diagram. - Ang Li 009; Judea Pearl (AAAI, 2022)

Bounds on Causal Effects and Application to High Dimensional Data. - Ang Li 009; Judea Pearl (AAAI, 2022)

Causes of Effects: Learning Individual Responses from Population Data. - Scott Mueller; Ang Li 009; Judea Pearl (IJCAI, 2022)

Causal Inference with Non-IID Data using Linear Graphical Models. - Chi Zhang 016; Karthika Mohan; Judea Pearl (NeurIPS, 2022)

Personalized Decision Making - A Conceptual Introduction. - Scott Mueller; Judea Pearl (CoRR, 2022)

Probabilities of Causation: Adequate Size of Experimental and Observational Samples. - Ang Li 009; Ruirui Mao; Judea Pearl (CoRR, 2022)

Unit Selection: Case Study and Comparison with A/B Test Heuristic. - Ang Li 009; Judea Pearl (CoRR, 2022)

Unit Selection: Learning Benefit Function from Finite Population Data. - Ang Li 009; Song Jiang 002; Yizhou Sun; Judea Pearl (CoRR, 2022)

Learning Probabilities of Causation from Finite Population Data. - Ang Li 009; Song Jiang 002; Yizhou Sun; Judea Pearl (CoRR, 2022)

Probabilities of Causation: Role of Observational Data. - Ang Li 009; Judea Pearl (AISTATS, 2023)

Causal Inference under Interference and Model Uncertainty. - Chi Zhang 016; Karthika Mohan; Judea Pearl (CLeaR, 2023)

Epsilon-Identifiability of Causal Quantities. - Ang Li 009; Scott Mueller; Judea Pearl (CoRR, 2023)

Probabilities of Causation with Nonbinary Treatment and Effect. - Ang Li 009; Judea Pearl (AAAI, 2024)

Unit Selection with Nonbinary Treatment and Effect. - Ang Li 009; Judea Pearl (AAAI, 2024)

Learning Probabilities of Causation from Finite Population Data. - Shuai Wang; Song Jiang 002; Yizhou Sun; Judea Pearl; Ang Li 009 (CoRR, 2025)