Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits.
Nicolas NguyenImad AoualiAndrás GyörgyClaire VernadePublished in: CoRR (2024)
Keyphrases
- prior knowledge
- prior distribution
- structured data
- bayesian learning
- data driven
- bayesian model
- bayesian methods
- posterior distribution
- multi armed bandit
- prior probabilities
- bayesian estimation
- fixed number
- posterior probability
- bayesian networks
- database
- bayesian inference
- automatic identification
- resource allocation
- maximum likelihood
- decision trees