FedGreen: Carbon-aware Federated Learning with Model Size Adaptation.
Ali AbbasiFan DongXin WangHenry LeungJiayu ZhouSteve DrewPublished in: CoRR (2024)
Keyphrases
- learning scheme
- prior knowledge
- learning mechanism
- adaptation process
- computational models
- mathematical model
- computational model
- artificial neural networks
- objective function
- learning process
- management system
- learning models
- knowledge acquisition
- em algorithm
- neural network
- neural nets
- learning systems
- decision theoretic
- experimental data
- learning phase
- theoretical analysis
- parameter estimation
- online learning
- reinforcement learning
- similarity measure
- high level
- decision trees
- genetic algorithm