GPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation.
Edward MeedsMax WellingPublished in: CoRR (2014)
Keyphrases
- gaussian process
- expectation propagation
- gaussian processes
- marginal likelihood
- approximate inference
- gaussian process classification
- bayesian inference
- fully bayesian
- gaussian process regression
- bayesian framework
- regression model
- hyperparameters
- latent variables
- model selection
- semi supervised
- posterior distribution
- gaussian process models
- density estimation
- covariance function
- bayesian methods
- maximum likelihood
- probabilistic model
- bayesian networks
- incremental learning
- prior information
- generative model