Belief Propagation for Linear Programming

17 May 2013Andrew GelfandJinwoo ShinMichael Chertkov

Belief Propagation (BP) is a popular, distributed heuristic for performing MAP computations in Graphical Models. BP can be interpreted, from a variational perspective, as minimizing the Bethe Free Energy (BFE)... (read more)

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