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