Uncertainty in Artificial Intelligence
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Jin Tian
Cognitive System
Department of Computer Science
University of Ca
Contact Information
Webpage : http://www.cs.ucla.edu/~jtian
Email : jtian@cs.ucla.edu
Mailing Address
Publications in UAI

UAI-2010
:: Bayesian Model Averaging Using the k-best Bayesian Network Structures

UAI-2009
:: Computing Posterior Probabilities of Structural Features in Bayesian Networks

UAI-2008
:: Identifying Dynamic Sequential Plans

UAI-2007
:: Polynomial Constraints in Causal Bayesian Networks
:: A Criterion for Parameter Identification in Structural Equation Models

UAI-2006
:: Inequality Constraints in Causal Models with Hidden Variables

UAI-2005
:: Local Markov Property for Models Satisfying Composition Axiom
:: Generating Markov Equivalent Maximal Ancestral Graphs by Single Edge Replacement

UAI-2004
:: Identifying Conditional Causal Effects

UAI-2002
:: On the Testable Implications of Causal Models with Hidden Variables

UAI-2001
:: Causal Discovery from Changes

UAI-2000
:: A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks
:: Probabilities of Causation: Bounds and Identification


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