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MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies
Finding the most probable assignment (MAP) in a general graphical model ...
06/20/2012 ∙ by Yair Weiss, et al. ∙
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Tightening LP Relaxations for MAP using Message Passing
Linear Programming (LP) relaxations have become powerful tools for findi...
06/13/2012 ∙ by David Sontag, et al. ∙
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Convergent message passing algorithms - a unifying view
Message-passing algorithms have emerged as powerful techniques for appro...
05/09/2012 ∙ by Talya Meltzer, et al. ∙
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