FetchSGD: Communication-Efficient Federated Learning with Sketching.
Daniel RothchildAshwinee PandaEnayat UllahNikita IvkinIon StoicaVladimir BravermanJoseph GonzalezRaman AroraPublished in: ICML (2020)
Keyphrases
- learning algorithm
- learning process
- learning systems
- cost effective
- inductive learning
- prior knowledge
- active learning
- online learning
- empirical studies
- human computer
- communication systems
- incremental learning
- learning scenarios
- learning problems
- lightweight
- neural network
- digital libraries
- bayesian networks
- case study
- information retrieval