Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.
Jian DuShaodan MaYik-Chung WuSoummya KarJosé M. F. MouraPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- belief propagation
- vector valued
- convergence analysis
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- zero crossing
- global convergence
- scale space
- bayesian networks
- pairwise
- reproducing kernel hilbert space
- energy function
- fixed point
- free energy
- dynamic bayesian networks
- convergence rate
- bayesian inference
- loss function
- probabilistic model
- machine learning
- higher order