A Dimension-free Algorithm for Contextual Continuum-armed Bandits.
Wenhao LiNingyuan ChenL. Jeff HongPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- dynamic programming
- simulated annealing
- times faster
- cost function
- segmentation algorithm
- computational complexity
- search space
- classification algorithm
- selection algorithm
- similarity measure
- high accuracy
- objective function
- theoretical analysis
- detection algorithm
- clustering method
- data sets
- convergence rate
- single pass
- matching algorithm
- worst case
- experimental evaluation
- preprocessing
- optimal solution
- decision trees