A Homological Approach to Belief Propagation and Bethe Approximations.
Olivier PeltrePublished in: GSI (2019)
Keyphrases
- belief propagation
- free energy
- bethe free energy
- message passing
- graphical models
- generalized belief propagation
- fixed point
- approximate inference
- stereo matching
- graph cuts
- markov random field
- loopy belief propagation
- partition function
- markov networks
- energy minimization
- pairwise
- energy function
- statistical physics
- expectation propagation
- factor graphs
- image processing
- bayesian networks
- max product
- three dimensional
- probabilistic inference
- probabilistic model
- upper bound
- parameter estimation
- higher order