Gaussian Process Bandit Optimization with Few Batches.
Zihan LiJonathan ScarlettPublished in: CoRR (2021)
Keyphrases
- gaussian process
- gaussian processes
- hyperparameters
- gaussian process regression
- bayesian framework
- gaussian process classification
- regression model
- latent variables
- approximate inference
- random sampling
- semi supervised
- dynamical model
- model selection
- sparse approximations
- expectation propagation
- covariance function
- gaussian process models
- closed form
- noise level
- image processing
- marginal likelihood
- data sets