FedBoost: A Communication-Efficient Algorithm for Federated Learning.
Jenny HamerMehryar MohriAnanda Theertha SureshPublished in: ICML (2020)
Keyphrases
- learning algorithm
- times faster
- learning speed
- single pass
- preprocessing
- search space
- k means
- computational cost
- detection algorithm
- computationally efficient
- optimal solution
- optimization algorithm
- prior knowledge
- learning tasks
- theoretical analysis
- learning systems
- matching algorithm
- similarity measure
- objective function
- convergence rate
- incremental learning
- learning phase
- reinforcement learning
- np hard
- significant improvement
- expectation maximization
- computational complexity
- active learning
- genetic algorithm
- image segmentation
- learning scheme
- high efficiency
- highly efficient
- multi robot
- search algorithm
- cost function
- tree structure
- dynamic programming
- probabilistic model
- segmentation algorithm
- worst case