Parameter space exploration with Gaussian process trees.
Robert B. GramacyHerbert K. H. LeeWilliam G. MacreadyPublished in: ICML (2004)
Keyphrases
- parameter space
- gaussian process
- hyperparameters
- gaussian processes
- likelihood function
- gaussian process regression
- high dimensional
- latent space
- regression model
- bayesian framework
- approximate inference
- parameter values
- model selection
- sparse approximations
- gaussian process classification
- latent variables
- decision trees
- expectation propagation
- semi supervised
- search space
- gaussian process models
- covariance function
- closed form