Approximating the permanent with fractional belief propagation.
Michael ChertkovAdam B. YedidiaPublished in: J. Mach. Learn. Res. (2013)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- stereo matching
- markov random field
- approximate inference
- factor graphs
- markov networks
- fixed point
- loopy belief propagation
- energy minimization
- pairwise
- energy function
- probabilistic model
- free energy
- exact inference
- statistical physics
- generalized belief propagation
- maximum a posteriori
- belief networks
- image segmentation
- reinforcement learning