Gaussian Process bandits with adaptive discretization.
Shubhanshu ShekharTara JavidiPublished in: CoRR (2017)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- hyperparameters
- model selection
- gaussian process regression
- latent variables
- approximate inference
- gaussian process classification
- bayesian framework
- dynamical model
- semi supervised
- closed form
- expectation propagation
- sparse approximations
- random variables
- pairwise
- maximum likelihood
- prior knowledge
- marginal likelihood
- covariance function
- gaussian process models