Expectation Propagation for Approximate Inference: Free Probability Framework.
Burak ÇakmakManfred OpperPublished in: ISIT (2018)
Keyphrases
- approximate inference
- expectation propagation
- graphical models
- gaussian process
- dynamic bayesian networks
- probabilistic inference
- belief propagation
- parameter estimation
- probabilistic model
- latent variables
- message passing
- exact inference
- bayesian networks
- bayesian inference
- density estimation
- conditional random fields
- variational bayes
- bayesian methods
- higher order
- variational methods
- bayesian framework
- conditional probabilities
- posterior probability
- prior information
- missing data