On the Convergence of Gaussian Belief Propagation with Nodes of Arbitrary Size.
Francois KamperSarel SteelJohan A. du PreezPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- belief propagation
- arbitrary size
- graphical models
- message passing
- bethe free energy
- fixed point
- markov random field
- stereo matching
- graph cuts
- sum product
- approximate inference
- loopy belief propagation
- free energy
- pairwise
- factor graphs
- higher order cliques
- energy function
- energy minimization
- markov networks
- texture synthesis
- probabilistic model
- maximum likelihood
- max product
- bayesian networks
- image segmentation
- random variables
- higher order
- dynamic programming