Jointly Efficient and Optimal Algorithms for Logistic Bandits.
Louis FauryMarc AbeilleKwang-Sung JunClément CalauzènesPublished in: AISTATS (2022)
Keyphrases
- computationally efficient
- worst case
- computationally expensive
- computationally complex
- data structure
- computational complexity
- highly scalable
- computationally intensive
- optimal solution
- pruning strategy
- exhaustive search
- times faster
- orders of magnitude
- benchmark datasets
- theoretical analysis
- dynamic programming
- logistic regression
- computational efficiency
- highly efficient
- machine learning algorithms
- significant improvement
- parallel architectures
- algorithmic solutions
- objective function