A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret.
Sudeep SalgiaTamir GabayQing ZhaoKobi CohenPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- learning algorithm
- online learning
- single pass
- detection algorithm
- preprocessing
- high efficiency
- cost function
- highly efficient
- dynamic programming
- np hard
- computationally efficient
- probabilistic model
- k means
- incremental learning
- computational complexity
- learning phase
- optimization algorithm
- segmentation algorithm
- learning speed
- supervised learning
- expectation maximization
- simulated annealing
- computational cost
- lower bound
- optimal solution
- objective function
- reinforcement learning
- particle swarm optimization
- neural network
- matching algorithm
- learning process
- learning environment
- regret minimization