Uncertainty in Artificial Intelligence
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Alexander T. Ihler
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Publications in UAI

UAI-2014
:: AND/OR Search for Marginal MAP

UAI-2012
:: A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation
:: Join-graph based cost-shifting schemes
:: Belief Propagation for Structured Decision Making

UAI-2011
:: Tightening MRF Relaxations with Planar Subproblems
:: Planar Cycle Covering Graphs
:: Variational Algorithms for Marginal MAP

UAI-2010
:: Negative Tree Reweighted Belief Propagation

UAI-2008
:: Adaptive Inference on General Graphical Models

UAI-2007
:: Accuracy Bounds for Belief Propagation

UAI-2006
:: Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation


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