ABC-EP: Expectation Propagation for Likelihoodfree Bayesian Computation.
Simon BarthelméNicolas ChopinPublished in: ICML (2011)
Keyphrases
- expectation propagation
- bayesian inference
- gaussian process
- approximate inference
- gaussian process classification
- density estimation
- bayesian methods
- posterior distribution
- automatic relevance determination
- marginal likelihood
- variational bayes
- probabilistic model
- latent variables
- graphical models
- hyperparameters
- belief propagation
- gaussian processes
- probabilistic inference
- bayesian framework
- gaussian mixture model
- parameter estimation
- posterior probability
- prior information
- mixture model
- topic models
- dynamic bayesian networks
- bayesian learning