A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation
Max WellingAndrew E. GelfandAlexander T. IhlerPublished in: CoRR (2012)
Keyphrases
- belief propagation
- fixed point
- graphical models
- probabilistic graphical models
- message passing
- graph cuts
- free energy
- markov random field
- approximate inference
- markov networks
- stereo matching
- bethe free energy
- clustering algorithm
- exact inference
- loopy belief propagation
- probabilistic model
- energy minimization
- energy function
- probabilistic inference
- pairwise
- random variables
- factor graphs
- bayesian networks
- data clustering
- computer vision
- high quality
- dynamic programming
- image processing
- sufficient conditions
- conditional random fields