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TAP Gibbs Free Energy, Belief Propagation and Sparsity

By Lehel Csato, Manfred Opper and Ole Winther

Abstract

The adaptive TAP Gibbs free energy for a general densely connected probabilistic model with quadratic interactions and arbritary single site constraints is derived. We show how a specific sequential minimization of the free energy leads to a generalization of Minka's expectation propagation

Publisher: MIT Press
Year: 2001
OAI identifier: oai:CiteSeerX.psu:10.1.1.19.9135
Provided by: CiteSeerX
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