Approximate inference on planar graphs using Loop Calculus and Belief Propagation

V. Gómez, H. J. Kappen, M. Chertkov

We introduce novel results for approximate inference on planar graphical models using the loop calculus framework. The loop calculus (Chertkov and Chernyak, 2006) allows to express…