Best Arm Identification in Bandits with Limited Precision Sampling.
Kota Srinivas ReddyP. N. KarthikNikhil KaramchandaniJayakrishnan NairPublished in: ISIT (2023)
Keyphrases
- multi armed bandit
- high precision
- monte carlo
- parameter space
- multi armed bandit problems
- sampling methods
- sampling algorithm
- average precision
- data sets
- sample size
- probability distribution
- evolutionary algorithm
- mobile devices
- search algorithm
- precision and recall
- random sampling
- bayesian networks
- image sequences
- automatic identification
- information retrieval
- high recall
- person identification
- sampling strategies
- stochastic systems
- data mining
- databases