Time-Varying Gaussian Process Bandit Optimization.
Ilija BogunovicJonathan ScarlettVolkan CevherPublished in: AISTATS (2016)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- gaussian process regression
- bayesian framework
- model selection
- approximate inference
- hyperparameters
- semi supervised
- latent variables
- gaussian process classification
- gaussian process models
- random sampling
- expectation propagation
- cross validation
- dynamical model
- covariance function
- sparse approximations
- data sets
- bayesian inference
- worst case
- image segmentation
- machine learning