Only Pay for What Is Uncertain: Variance-Adaptive Thompson Sampling.
Aadirupa SahaBranislav KvetonPublished in: CoRR (2023)
Keyphrases
- information systems
- adaptive sampling
- random sampling
- monte carlo
- minimum variance
- sampling strategies
- adaptive learning
- case study
- sample size
- incomplete information
- correlation coefficient
- control system
- markov chain monte carlo
- sampling algorithm
- sampling rate
- variance reduction
- image processing
- decision making
- genetic algorithm