An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond.
Marc JourdanRémy DegenneEmilie KaufmannPublished in: NeurIPS (2023)
Keyphrases
- learning algorithm
- preprocessing
- computationally efficient
- dynamic programming
- segmentation algorithm
- np hard
- computational complexity
- times faster
- detection algorithm
- cost function
- significant improvement
- hardware implementation
- computational cost
- search space
- tree structure
- particle swarm optimization
- objective function
- theoretical analysis
- optimization algorithm
- improved algorithm
- single pass
- convex hull
- matching algorithm
- experimental study
- data sets
- graph cuts
- input data
- simulated annealing
- least squares
- probabilistic model
- support vector
- optimal solution
- similarity measure