Optimization via simulation using Gaussian process-based search.
Lihua SunL. Jeff HongZhaolin HuPublished in: WSC (2011)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- model selection
- gaussian process classification
- search algorithm
- approximate inference
- bayesian framework
- hyperparameters
- search space
- latent variables
- semi supervised
- closed form
- expectation propagation
- gaussian process models
- data sets
- sample size
- dynamical model
- marginal likelihood
- learning algorithm