The Max K-Armed Bandit: A PAC Lower Bound and tighter Algorithms.
Yahel DavidNahum ShimkinPublished in: CoRR (2015)
Keyphrases
- lower bound
- upper bound
- upper and lower bounds
- theoretical analysis
- worst case
- learning algorithm
- times faster
- branch and bound algorithm
- sample complexity
- data structure
- online algorithms
- np hard
- optimization problems
- machine learning algorithms
- noise tolerant
- linear programming relaxation
- lower and upper bounds
- orders of magnitude
- benchmark datasets
- computational cost
- optimal solution