TAP Gibbs Free Energy, Belief Propagation and Sparsity.
Lehel CsatóManfred OpperOle WintherPublished in: NIPS (2001)
Keyphrases
- free energy
- belief propagation
- markov random field
- message passing
- graph cuts
- graphical models
- approximate inference
- loopy belief propagation
- parameter estimation
- fixed point
- energy minimization
- pairwise
- energy function
- image segmentation
- higher order
- stereo matching
- factor graphs
- generalized belief propagation
- maximum a posteriori
- conditional random fields
- statistical physics
- belief networks
- markov chain monte carlo
- computer vision