Expectation Consistent Approximate Inference.
Manfred OpperOle WintherPublished in: J. Mach. Learn. Res. (2005)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- parameter estimation
- variational methods
- message passing
- exact inference
- gaussian process
- loopy belief propagation
- conditional random fields
- latent variables
- bayesian networks
- dynamic bayesian networks
- free energy
- expectation propagation
- factor graphs
- markov random field
- higher order
- stereo matching
- random variables
- maximum likelihood
- probabilistic model
- prior knowledge
- structured prediction
- pairwise
- computer vision
- generalized belief propagation