Federated Learning with Partial Model Personalization.
Krishna PillutlaKshitiz MalikAbdelrahman MohamedMichael RabbatMaziar SanjabiLin XiaoPublished in: ICML (2022)
Keyphrases
- prior knowledge
- mathematical model
- learning process
- theoretical framework
- decision theoretic
- user model
- computational model
- unsupervised learning
- theoretical analysis
- learning phase
- learning mechanism
- statistical model
- learning systems
- neural network
- online learning
- management system
- probabilistic model
- objective function
- learning tasks
- reinforcement learning
- learning models
- hidden variables
- inductive inference
- knowledge base
- partial information
- data sets