UAI - Uncertainty in Artificial Intelligence

Proceedings

Authors • Author's Info.

Judea Pearl

Contact Information

Webpage : http://www.cs.ucla.edu/~judea
Email : judea@cs.ucla.edu
Phone : (310) 825-

Mailing Address

Publications in UAI

UAI-1990
:: Equivalence and Synthesis of Causal Models

UAI-1989
:: d-Separation: From Theorems to Algorithms
:: Deciding Consistency of Databases Containing Defeasible and Strict Information

UAI-1988
:: On the Logic of Causal Models
:: Causal Networks: Semantics and Expressiveness

UAI-1987
:: The Recovery of Causal Poly-Trees From Statistical Data
:: Structuring Causal Tree Models with Continuous Variables

UAI-1986
:: Distributed Revision of Belief Commitment in Composite Explanations

UAI-1985
:: A Constraint - Propagation Approach to Probabilistic Reasoning

UAI-2012
:: The Do-Calculus Revisited
:: Causal Inference by Surrogate Experiments: z-Identifiability

UAI-2010
:: On a Class of Bias-Amplifying Variables that Endanger Effect Estimates
:: Confounding Equivalence in Causal Inference
:: On Measurement Bias in Causal Inference

UAI-2009
:: Effects of Treatment on the Treated: Identification and Generalization

UAI-2007
:: What Counterfactuals Can Be Tested

UAI-2006
:: Graphical Condition for Identification in recursive SEM
:: Identification of Conditional Interventional Distributions

UAI-2004
:: Robustness of Causal Claims

UAI-2002
:: Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation
:: Generalized Instrumental Variables
:: On the Testable Implications of Causal Models with Hidden Variables

UAI-2001
:: Causes and Explanations: A Structural-Model Approach --- Part 1: Causes
:: Direct and Indirect Effects
:: Causal Discovery from Changes

UAI-2000
:: Probabilities of Causation: Bounds and Identification

UAI-1996
:: Identifying Independencies in Causal Graphs with Feedback

UAI-1995
:: Testing Identifiability of Causal Effects
:: On the Testability of Causal Models with Latent and Instrumental Variables
:: Counterfactuals and Policy Analysis in Structural Models
:: Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables
:: Logarithmic-Time Updates and Queries in Probabilistic Networks

UAI-1994
:: Counterfactual Probabilities: Computational Methods, Bounds and Applications
:: On Testing Whether an Embedded Bayesian Network Represents a Probability Model
:: A Probabilistic Calculus of Actions

UAI-1993
:: From Conditional Oughts to Qualitative Decision Theory
:: Deciding Morality of Graphs is NP-complete

UAI-1992
:: An Algorithm for Deciding if a Set of Observed Independencies Has a Causal Explanation
:: Reasoning With Qualitative Probabilities Can Be Tractable

UAI-1990
:: On the Equivalence of Causal Models

UAI-1989
:: d-Separation: From Theorems to Algorithms
:: Deciding Consistency of Databases Containing Defeasible and Strict Information

UAI-1988
:: On the Logic of Causal Models
:: Causal Networks: Semantics and Expressiveness

UAI-1987
:: Do We Need Higher-Order Probabilities and, If So, What Do They Mean?
:: The Recovery of Causal Poly-Trees from Statistical Data
:: Structuring Causal Tree Models with Continuous Variables

UAI-1986
:: Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations
:: Learning Link-Probabilities in Causal Trees

UAI-1985
:: A Constraint Propagation Approach to Probabilistic Reasoning

hosted by DSL • site info • help