Distributed Convergence Verification for Gaussian Belief Propagation.
Jian DuSoummya KarJosé M. F. MouraPublished in: CoRR (2017)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- approximate inference
- fixed point
- stereo matching
- distributed systems
- markov networks
- pairwise
- bethe free energy
- loopy belief propagation
- factor graphs
- energy function
- random variables
- energy minimization
- probabilistic model
- exact inference
- gaussian distribution
- expectation propagation
- sum product
- maximum likelihood
- conditional random fields
- post processing
- similarity measure
- image processing
- computer vision