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James R. Foulds, Nicholas Navaroli, Padhraic Smyth, Alexander T. Ihler. Revisiting MAP Estimation, Message Passing and Perfect Graphs. Journal of Machine Learning Research, 15:278-286, 2011. [doi]
Abstract is missing.