On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.
Hung T. NguyenRoberto MorabitoKwang Taik KimMung ChiangPublished in: CoRR (2021)
Keyphrases
- computational model
- prior knowledge
- management system
- mathematical model
- neural network
- formal model
- neural nets
- theoretical analysis
- learning models
- knowledge acquisition
- online learning
- probabilistic model
- learning process
- decision theoretic
- high level
- image processing
- learned models
- edge information
- automatically learned
- learning tasks
- conceptual model
- experimental data
- statistical model
- unsupervised learning
- active learning
- similarity measure
- learning algorithm
- genetic algorithm