NestFL: efficient federated learning through progressive model pruning in heterogeneous edge computing.
Xiaomao ZhouQingmin JiaRenchao XiePublished in: MobiCom (2022)
Keyphrases
- prior knowledge
- formal model
- computational model
- learning scheme
- learning tasks
- high level
- learning mechanism
- supervised learning
- online learning
- statistical model
- mathematical model
- learning phase
- hidden variables
- learning systems
- theoretical analysis
- probability distribution
- learning process
- learning algorithm
- experimental data
- model selection
- management system
- learning models
- edge information
- decision theoretic
- reinforcement learning
- training data
- automatically learned
- effective pruning