Diagnostics for Gaussian Process Emulators.
Leonardo S. BastosAnthony O'HaganPublished in: Technometrics (2009)
Keyphrases
- gaussian process
- gaussian processes
- virtual machine
- approximate inference
- model selection
- regression model
- gaussian process regression
- latent variables
- hyperparameters
- bayesian framework
- gaussian process classification
- semi supervised
- dynamical model
- covariance function
- expectation propagation
- gaussian process models
- sparse approximations
- marginal likelihood
- training data
- learning algorithm
- similarity measure
- parameter estimation
- support vector
- feature space
- learning process
- graphical models
- em algorithm
- cross validation