Elliptical Slice Sampling with Expectation Propagation.
Francois FaganJalaj BhandariJohn P. CunninghamPublished in: UAI (2016)
Keyphrases
- expectation propagation
- gaussian process classification
- gaussian process
- bayesian inference
- approximate inference
- density estimation
- markov chain monte carlo
- variational bayes
- bayesian methods
- random sampling
- monte carlo
- sample size
- posterior distribution
- hyperparameters
- probabilistic model
- probabilistic inference
- latent variables
- graphical models
- generative model
- model selection
- learning algorithm
- markov chain
- maximum likelihood
- parameter estimation
- mixture model