FetchSGD: Communication-Efficient Federated Learning with Sketching.
Daniel RothchildAshwinee PandaEnayat UllahNikita IvkinIon StoicaVladimir BravermanJoseph GonzalezRaman AroraPublished in: CoRR (2020)
Keyphrases
- supervised learning
- learning process
- learning algorithm
- unsupervised learning
- online learning
- learning systems
- active learning
- knowledge acquisition
- social networks
- inductive inference
- mobile robot
- intelligent tutoring systems
- face to face communication
- learning tasks
- incremental learning
- learning analytics
- database
- information sharing
- background knowledge
- empirical studies
- data sources
- reinforcement learning
- knowledge base
- data sets