TinyFL: A Lightweight Federated Learning Method with Efficient Memory-and-Communication.
Han ChengQimei ChenYipeng LiangGuangxu ZhuPublished in: GLOBECOM (Workshops) (2023)
Keyphrases
- lightweight
- prior knowledge
- similarity measure
- high accuracy
- learning scheme
- pairwise
- learning algorithm
- high efficiency
- computationally efficient
- memory usage
- supervised learning
- training set
- reinforcement learning
- support vector machine
- unsupervised learning
- probabilistic model
- significant improvement
- detection method
- learning tasks
- learning process