On-device Federated Learning with Flower.
Akhil MathurDaniel J. BeutelPedro Porto Buarque de GusmãoJavier Fernández-MarquésTaner TopalXinchi QiuTitouan ParcolletYan GaoNicholas D. LanePublished in: CoRR (2021)
Keyphrases
- learning algorithm
- knowledge acquisition
- active learning
- incremental learning
- learning tasks
- empirical studies
- learning process
- supervised learning
- machine learning
- digital libraries
- reinforcement learning
- domain knowledge
- hidden markov models
- low cost
- online learning
- artificial neural networks
- unsupervised learning
- learning systems
- metadata
- cognitive load