Convergence of Gaussian belief propagation over a ring-type graphical model.
Seokhyun YoonPublished in: APCC (2012)
Keyphrases
- belief propagation
- graphical models
- message passing
- approximate inference
- probabilistic model
- markov networks
- probabilistic graphical models
- factor graphs
- random variables
- probabilistic inference
- graph cuts
- loopy belief propagation
- exact inference
- bayesian networks
- free energy
- fixed point
- markov random field
- energy minimization
- structure learning
- pairwise
- stereo matching
- belief networks
- conditional random fields
- conditional independence
- high quality
- energy function
- lower bound
- clique potentials
- gaussian graphical models