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Sujay Sanghavi, Dmitry M. Malioutov, Alan S. Willsky. Belief Propagation and LP Relaxation for Weighted Matching in General Graphs. IEEE Transactions on Information Theory, 57(4):2203-2212, 2011. [doi]
Abstract is missing.