Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation.
Jian DuShaodan MaYik-Chung WuSoummya KarJosé M. F. MouraPublished in: CoRR (2016)
Keyphrases
- belief propagation
- vector valued
- convergence analysis
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- global convergence
- fixed point
- energy function
- bayesian networks
- pairwise
- zero crossing
- free energy
- scale space
- dynamic bayesian networks
- image segmentation
- probability distribution
- bayesian inference
- reproducing kernel hilbert space
- active learning
- convergence rate
- least squares
- conditional random fields
- higher order