Communication-Efficient Federated Learning via Robust Distributed Mean Estimation.
Shay VargaftikRan Ben BasatAmit PortnoyGal MendelsonYaniv Ben-ItzhakMichael MitzenmacherPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- learning process
- distributed systems
- communication cost
- learning systems
- distributed learning
- prior knowledge
- supervised learning
- reinforcement learning
- inductive inference
- communication overhead
- distributed data
- distributed information systems
- estimation algorithm
- machine learning
- highly efficient
- robust regression
- computer networks
- learning problems
- computationally efficient
- online learning
- active learning
- digital libraries
- multi agent
- bayesian networks
- decision trees