FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation.
Minghui ChenMeirui JiangQi DouZehua WangXiaoxiao LiPublished in: CoRR (2023)
Keyphrases
- statistical model
- mathematical model
- learning mechanism
- neural nets
- formal model
- knowledge acquisition
- experimental data
- learning systems
- learning algorithm
- supervised learning
- management system
- reinforcement learning
- objective function
- probabilistic model
- data model
- prior knowledge
- learning process
- similarity measure
- decision theoretic
- learning models
- learning tasks
- conceptual model
- theoretical framework
- parameter estimation
- em algorithm
- probability distribution
- online learning
- distributed systems
- graphical models