A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret.
Sudeep SalgiaKarthik MurthyQing ZhaoTamir GabayKobi CohenPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- computationally efficient
- detection algorithm
- high efficiency
- preprocessing
- np hard
- dynamic programming
- learning process
- online learning
- incremental learning
- cost function
- search space
- computational complexity
- optimal solution
- learning phase
- learning speed
- single pass
- highly efficient
- optimization algorithm
- objective function
- similarity measure
- convergence rate
- learning problems
- worst case
- pruning strategy