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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
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New Advances and Theoretical Insights into EDML
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Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference
UAI-2011
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EDML: A Method for Learning Parameters in Bayesian Networks
UAI-2008
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Approximating the Partition Function by Deleting and then Correcting for Model Edges
UAI-2007
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Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks
UAI-2006
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On the Robustness of Most Probable Explanations
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A Variational Approach for Approximating Bayesian Networks by Edge Deletion
UAI-2005
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Exploiting Evidence in Probabilistic Inference
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On Bayesian Network Approximation by Edge Deletion
UAI-2004
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Sensitivity Analysis in Bayesian Networks: From Single to Multiple Parameters
UAI-2003
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Reasoning about Bayesian Network Classifiers
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Solving MAP Exactly using Systematic Search
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New Advances in Inference by Recursive Conditioning
UAI-2001
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When do Numbers Really Matter?
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Approximating MAP using Local Search
UAI-2000
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A Differential Approach to Inference in Bayesian Networks
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Any-Space Probabilistic Inference
UAI-1998
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Dynamic Jointrees
UAI-1997
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A Standard Approach for Optimizing Belief Network Inference using Query DAGs
UAI-1996
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Query DAGs: A Practical Paradigm for Implementing Belief Network Inference
UAI-1995
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Conditioning Methods for Exact and Approximate Inference in Causal Networks
UAI-1994
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Action Networks: A Framework for Reasoning about Actions and Change under Uncertainty
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On the Relation between Kappa Calculus and Probabilistic Reasoning
UAI-1993
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Argument Calculus and Networks
UAI-1992
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Objection-Based Causal Networks
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