Loop Corrected Belief Propagation

Joris M. Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo

Abstract: We propose a method for improving Belief Propagation (BP) that takes into account the influence of loops in the graphical model. The method is a variation on and generalization of the method recent...