Bayesian Optimistic Optimisation with Exponentially Decaying Regret.
Hung Tran-TheSunil GuptaSantu RanaSvetha VenkateshPublished in: CoRR (2021)
Keyphrases
- online learning
- lower bound
- loss function
- bayesian networks
- database
- worst case
- gaussian processes
- maximum likelihood
- posterior distribution
- bayesian decision
- regret minimization
- bandit problems
- expert advice
- bayesian learning
- bayesian inference
- decision trees
- genetic algorithm
- data driven
- multi class
- pairwise
- model predictive control
- multi agent systems
- confidence bounds