Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation

We propose a new approach to the analysis of Loopy Belief Propagation (LBP) by establishing a formula that connects the Hessian of the Bethe free energy with the edge zeta function. The formula has a number of theoretical implications on LBP... (read more)

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