Uncertainty in Artificial Intelligence
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Alexander T. Ihler
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Publications in UAI
UAI-2012
:: Join-graph based cost-shifting schemes
:: Belief Propagation for Structured Decision Making
:: A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation
UAI-2011
:: Planar Cycle Covering Graphs
:: Variational Algorithms for Marginal MAP
:: Tightening MRF Relaxations with Planar Subproblems
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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