PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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

EPrint Type:Thesis (PhD)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Theory & Algorithms
ID Code:4858
Deposited By:Bert Kappen
Deposited On:24 March 2009