FedGreen: Carbon-Aware Federated Learning with Model Size Adaptation.
Ali AbbasiFan DongXin WangHenry LeungJiayu ZhouSteve DrewPublished in: ICC Workshops (2024)
Keyphrases
- learning algorithm
- probabilistic model
- learning phase
- formal model
- experimental data
- statistical model
- mathematical model
- management system
- knowledge base
- high level
- structured prediction
- prior knowledge
- neural nets
- graphical models
- knowledge acquisition
- objective function
- parameter estimation
- social networks
- learning scheme
- adaptive learning
- similarity measure
- bayesian networks
- computational model
- supervised learning
- data sets
- reinforcement learning
- cost function
- active learning
- learning process