Uncertainty in Artificial Intelligence
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Arthur Choi
Contact Information
Email : aychoi@cs.ucla.edu
Mailing Address
Publications in UAI

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

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
:: A Variational Approach for Approximating Bayesian Networks by Edge Deletion

UAI-2005
:: On Bayesian Network Approximation by Edge Deletion


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