Convergence Analysis of Belief Propagation on Gaussian Graphical Models.
Jian DuShaodan MaYik-Chung WuSoummya KarJosé M. F. MouraPublished in: CoRR (2018)
Keyphrases
- gaussian graphical models
- convergence analysis
- belief propagation
- graphical models
- message passing
- graph cuts
- approximate inference
- markov random field
- stereo matching
- global convergence
- fixed point
- pairwise
- optimality conditions
- probabilistic inference
- energy function
- convergence rate
- probabilistic model
- markov networks
- free energy
- machine learning
- conditional random fields
- image segmentation
- image registration