Belief propagation, bethe approximation and polynomials.
Damian StraszakNisheeth K. VishnoiPublished in: Allerton (2017)
Keyphrases
- belief propagation
- free energy
- message passing
- generalized belief propagation
- graphical models
- approximate inference
- markov random field
- bethe free energy
- graph cuts
- stereo matching
- partition function
- pairwise
- fixed point
- loopy belief propagation
- markov networks
- energy function
- energy minimization
- factor graphs
- statistical physics
- probabilistic inference
- probabilistic model
- exact inference
- max product
- similarity measure
- multi view
- competitive learning
- multiscale
- maximum a posteriori