Corruption-Tolerant Gaussian Process Bandit Optimization.
Ilija BogunovicAndreas KrauseJonathan ScarlettPublished in: CoRR (2020)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- approximate inference
- bayesian framework
- latent variables
- gaussian process classification
- hyperparameters
- model selection
- semi supervised
- dynamical model
- gaussian process models
- expectation propagation
- covariance function
- cross validation
- bayesian inference
- probabilistic model
- sparse approximations
- data streams