On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization.
Xu CaiJonathan ScarlettPublished in: CoRR (2020)
Keyphrases
- gaussian process
- lower bound
- gaussian processes
- gaussian process regression
- regression model
- hyperparameters
- upper bound
- approximate inference
- random sampling
- bayesian framework
- semi supervised
- expectation propagation
- model selection
- gaussian process classification
- latent variables
- covariance function
- gaussian process models
- marginal likelihood
- sparse approximations
- np hard
- co occurrence
- decision trees
- data sets