FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction.
Feijie WuXingchen WangYaqing WangTianci LiuLu SuJing GaoPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- statistical model
- learning systems
- reinforcement learning
- theoretical analysis
- learning process
- unsupervised learning
- supervised learning
- management system
- learning models
- probabilistic model
- computational model
- conceptual model
- learning scheme
- active learning
- learning phase
- search engine
- structured prediction
- online learning
- learning mechanism
- mathematical model
- background knowledge
- data sets
- information extraction
- cost function
- objective function
- high level
- learning algorithm