A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines
Danny BicksonElad Yom-TovDanny DolevPublished in: CoRR (2008)
Keyphrases
- belief propagation
- support vector
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- markov networks
- cross validation
- loopy belief propagation
- fixed point
- free energy
- energy function
- pairwise
- factor graphs
- energy minimization
- kernel function
- probabilistic model
- probabilistic inference
- maximum likelihood
- random variables
- higher order
- maximum margin
- bethe free energy