Understanding and improving belief propagation Joris Mooij
(2008)
PhD thesis, Radboud University Nijmegen.
Abstract
1. Introduction
2. Sufficient conditions for convergence of BP
3 BP and phase transitions
4. Loop Corrections
5. Novel bounds on marginal probabilities
