Uncertainty in Artificial Intelligence
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Adnan Darwiche
Department of Computer Science
University of Ca
Contact Information
Webpage : http://www.cs.ucla.edu/~darwiche/
Email : darwiche@cs.ucla.edu
Mailing Address
Los Angeles,  CA  90095
USA
Publications in UAI

UAI-2012
:: New Advances and Theoretical Insights into EDML
:: Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference

UAI-2011
:: EDML: A Method for Learning Parameters in Bayesian Networks

UAI-2008
:: Approximating the Partition Function by Deleting and then Correcting for Model Edges

UAI-2007
:: Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks

UAI-2006
:: On the Robustness of Most Probable Explanations
:: A Variational Approach for Approximating Bayesian Networks by Edge Deletion

UAI-2005
:: Exploiting Evidence in Probabilistic Inference
:: On Bayesian Network Approximation by Edge Deletion

UAI-2004
:: Sensitivity Analysis in Bayesian Networks: From Single to Multiple Parameters

UAI-2003
:: Solving MAP Exactly using Systematic Search
:: New Advances in Inference by Recursive Conditioning
:: Reasoning about Bayesian Network Classifiers

UAI-2001
:: When do Numbers Really Matter?
:: Approximating MAP using Local Search

UAI-2000
:: A Differential Approach to Inference in Bayesian Networks
:: Any-Space Probabilistic Inference

UAI-1998
:: Dynamic Jointrees

UAI-1997
:: A Standard Approach for Optimizing Belief Network Inference using Query DAGs

UAI-1996
:: Query DAGs: A Practical Paradigm for Implementing Belief Network Inference

UAI-1995
:: Conditioning Methods for Exact and Approximate Inference in Causal Networks

UAI-1994
:: Action Networks: A Framework for Reasoning about Actions and Change under Uncertainty
:: On the Relation between Kappa Calculus and Probabilistic Reasoning

UAI-1993
:: Argument Calculus and Networks

UAI-1992
:: Objection-Based Causal Networks


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