FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation.
Minghui ChenMeirui JiangQi DouZehua WangXiaoxiao LiPublished in: MICCAI (2) (2023)
Keyphrases
- prior knowledge
- learning mechanism
- learning models
- computational model
- learning scheme
- learning process
- decision theoretic
- probabilistic model
- management system
- theoretical framework
- learned models
- e learning
- efficient learning
- hidden variables
- formal model
- learning tasks
- experimental data
- statistical model
- user profiles
- knowledge acquisition
- active learning
- mobile devices
- similarity measure
- high level