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David Sontag
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Publications in UAI
UAI-2014
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Lifted Tree-Reweighted Variational Inference
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Understanding the Bethe Approximation: When and How can it go Wrong?
UAI-2013
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Unsupervised Learning of Noisy-Or Bayesian Networks
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SparsityBoost: A New Scoring Function for Learning Bayesian Network Structure
UAI-2012
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Efficiently Searching for Frustrated Cycles in MAP Inference
UAI-2008
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Tightening LP Relaxations for MAP using Message Passing
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