Belief Propagation in Conditional RBMs for Structured Prediction.
Wei PingAlexander T. IhlerPublished in: AISTATS (2017)
Keyphrases
- structured prediction
- belief propagation
- markov networks
- approximate inference
- graphical models
- message passing
- maximum margin
- markov random field
- graph cuts
- stereo matching
- conditional random fields
- probabilistic graphical models
- exact inference
- loopy belief propagation
- belief networks
- pairwise
- probabilistic inference
- probabilistic model
- conditional probabilities
- energy function
- latent variables
- free energy
- feature selection
- random variables
- bayesian networks
- high resolution
- efficient learning
- parameter learning
- active learning
- higher order
- hidden variables
- gaussian process
- maximum likelihood
- active contours
- parameter estimation