Expectation Propagation for Approximate Inference: Free Probability Framework.
Burak ÇakmakManfred OpperPublished in: CoRR (2018)
Keyphrases
- approximate inference
- expectation propagation
- graphical models
- gaussian process
- probabilistic inference
- dynamic bayesian networks
- belief propagation
- parameter estimation
- exact inference
- conditional random fields
- message passing
- probabilistic model
- bayesian inference
- variational methods
- latent variables
- loopy belief propagation
- free energy
- density estimation
- variational bayes
- feature selection
- bayesian framework
- markov random field
- higher order
- bayesian networks
- image segmentation