Spatially Coupled Ensembles Universally Achieve Capacity under Belief Propagation
Shrinivas KudekarTom RichardsonRüdiger L. UrbankePublished in: CoRR (2012)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- approximate inference
- pairwise
- stereo matching
- loopy belief propagation
- markov networks
- fixed point
- energy minimization
- free energy
- factor graphs
- exact inference
- belief networks
- energy function
- bayesian networks
- probabilistic inference
- conditional random fields
- probabilistic model
- preprocessing
- image processing
- statistical physics
- sum product