A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification.
Luca BarbieriStefano SavazziSanaz KianoushMonica NicoliLuigi SerioPublished in: CAMAD (2023)
Keyphrases
- prior knowledge
- learning scheme
- management system
- experimental data
- learning process
- statistical model
- mathematical model
- computational model
- high level
- learning mechanism
- computational complexity
- bayesian networks
- conceptual model
- real time
- similarity measure
- machine learning
- hidden variables
- probabilistic model
- object tracking
- learned models
- supervised learning
- probability distribution
- active learning
- objective function
- reinforcement learning
- decision trees
- neural network