Stable Fixed Points of Loopy Belief Propagation Are Local Minima of the Bethe Free Energy

Tom Heskes. Stable Fixed Points of Loopy Belief Propagation Are Local Minima of the Bethe Free Energy. In Suzanna Becker, Sebastian Thrun, Klaus Obermayer, editors, Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, NIPS 2002, December 9-14, 2002, Vancouver, British Columbia, Canada]. pages 343-350, MIT Press, 2002. [doi]

Abstract

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