Convergence rate analysis of Gaussian belief propagation for Markov networks.
Zhaorong ZhangMinyue FuPublished in: IEEE CAA J. Autom. Sinica (2020)
Keyphrases
- markov networks
- belief propagation
- graphical models
- convergence rate
- maximum likelihood
- message passing
- probabilistic graphical models
- markov random field
- probabilistic model
- first order logic
- stereo matching
- graph cuts
- bayesian inference
- approximate inference
- conditional random fields
- structure learning
- structured prediction
- conditional probabilities
- special case
- bayesian networks
- computer vision
- em algorithm