Regret Bounds for Deterministic Gaussian Process Bandits
Nando de FreitasAlexander J. SmolaMasrour ZoghiPublished in: CoRR (2012)
Keyphrases
- regret bounds
- gaussian process
- lower bound
- online learning
- linear regression
- regression model
- approximate inference
- hyperparameters
- multi armed bandit
- model selection
- upper bound
- bayesian framework
- latent variables
- semi supervised
- cross validation
- bregman divergences
- image segmentation
- sample size
- multi class
- support vector