A Simple Insight into Iterative Belief Propagation's Success
Rina DechterRobert MateescuPublished in: CoRR (2012)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- markov networks
- energy minimization
- pairwise
- fixed point
- loopy belief propagation
- generalized belief propagation
- factor graphs
- energy function
- free energy
- statistical physics
- image segmentation
- distributed systems
- higher order
- probabilistic model
- similarity measure
- parameter estimation
- maximum likelihood
- probabilistic inference
- bayesian networks