Truncating the loop series expansion for Belief Propagation (2006)
Gomez, Vicenc, Mooij, J. M., Kappen, H. J.
Recently, M. Chertkov and V.Y. Chernyak derived an exact expression for the partition sum (normalization constant) corresponding to a graphical model, which is an expansion around the Belief...