Fearless Stochasticity in Expectation Propagation.
Jonathan SoRichard E. TurnerPublished in: CoRR (2024)
Keyphrases
- expectation propagation
- bayesian inference
- gaussian process
- approximate inference
- gaussian process classification
- density estimation
- variational bayes
- belief propagation
- bayesian methods
- graphical models
- automatic relevance determination
- posterior distribution
- latent variables
- gaussian mixture model
- loopy belief propagation
- bayesian networks
- hyperparameters
- gaussian processes
- probabilistic inference
- dynamic bayesian networks
- message passing
- regression model
- parameter estimation
- prior information
- model selection
- maximum likelihood
- semi supervised