Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization.
Ahmed M. AbdelmoniemMarco CaniniPublished in: EuroMLSys@EuroSys (2021)
Keyphrases
- learning scheme
- prior knowledge
- experimental data
- formal model
- computational model
- learning mechanism
- learning process
- probabilistic model
- conceptual model
- mathematical model
- knowledge acquisition
- supervised learning
- probability distribution
- decision trees
- theoretical framework
- distributed systems
- management system
- objective function
- decision theoretic
- adaptive control
- high level