Search Results for author: Andrew E. Gelfand

Found 1 papers, 0 papers with code

A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles

no code implementations NeurIPS 2013 Jinwoo Shin, Andrew E. Gelfand, Misha Chertkov

It was recently shown that BP converges to the correct MAP assignment for a class of loopy GMs with the following common feature: the Linear Programming (LP) relaxation to the MAP problem is tight (has no integrality gap).

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