Belief Propagation, Bethe Approximation and Polynomials.
Damian StraszakNisheeth K. VishnoiPublished in: IEEE Trans. Inf. Theory (2019)
Keyphrases
- belief propagation
- free energy
- message passing
- generalized belief propagation
- graphical models
- bethe free energy
- graph cuts
- approximate inference
- markov random field
- loopy belief propagation
- stereo matching
- partition function
- fixed point
- factor graphs
- markov networks
- pairwise
- energy minimization
- probabilistic inference
- belief networks
- exact inference
- statistical physics
- upper bound
- maximum a posteriori
- probabilistic model
- dynamic programming
- image segmentation