Expectation Consistent Free Energies for Approximate Inference.
Manfred OpperOle WintherPublished in: NIPS (2004)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- gaussian process
- exact inference
- graph cuts
- parameter estimation
- variational methods
- bayesian networks
- message passing
- markov random field
- factor graphs
- loopy belief propagation
- conditional random fields
- latent variables
- dynamic bayesian networks
- expectation propagation
- generalized belief propagation
- higher order
- energy minimization
- energy function
- structured prediction
- free energy
- stereo matching
- random variables
- prior knowledge
- fixed point
- conditional probabilities
- regression model
- model selection
- probabilistic model
- dynamic programming
- image processing
- computer vision