Local Max-Entropy and Free Energy Principles Solved by Belief Propagation.
Olivier PeltrePublished in: CoRR (2022)
Keyphrases
- free energy
- belief propagation
- graphical models
- message passing
- graph cuts
- approximate inference
- markov random field
- stereo matching
- loopy belief propagation
- fixed point
- bethe free energy
- information theoretic
- energy function
- energy minimization
- factor graphs
- mutual information
- pairwise
- probabilistic inference
- generalized belief propagation
- dynamic programming
- random variables
- competitive learning
- upper bound
- belief networks
- information theory
- latent variables
- random sampling
- regression model
- higher order
- statistical physics
- prior knowledge