On Information Gain and Regret Bounds in Gaussian Process Bandits.
Sattar VakiliKia KhezeliVictor PichenyPublished in: CoRR (2020)
Keyphrases
- regret bounds
- gaussian process
- information gain
- text categorization
- linear regression
- lower bound
- online learning
- decision trees
- bayesian framework
- mutual information
- feature selection
- model selection
- semi supervised
- upper bound
- latent variables
- hyperparameters
- prior knowledge
- least squares
- naive bayes
- text classification
- information theoretic
- support vector machine
- reinforcement learning