Belief Propagation, Bethe Approximation and Polynomials.
Damian StraszakNisheeth K. VishnoiPublished in: CoRR (2017)
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
- markov networks
- factor graphs
- statistical physics
- pairwise
- energy minimization
- probabilistic model
- exact inference
- max product
- closed form
- approximation algorithms
- conditional random fields
- post processing
- scale space
- high quality