Gaussian Process Bandit Optimization with Few Batches.
Zihan LiJonathan ScarlettPublished in: AISTATS (2022)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- hyperparameters
- regression model
- gaussian process classification
- random sampling
- model selection
- semi supervised
- bayesian framework
- sparse approximations
- latent variables
- approximate inference
- expectation propagation
- covariance function
- dynamical model
- marginal likelihood
- active learning
- text mining
- sample size
- high resolution
- image segmentation