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Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Published on 2008-07-304820 Views
Inference problems in graphical models can be represented as a constrained optimization of a free energy function. It is known that when the Bethe free energy is used, the fixed points of the belief