On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge.
Hung T. NguyenRoberto MorabitoKwang Taik KimMung ChiangPublished in: GLOBECOM (2021)
Keyphrases
- computational model
- theoretical analysis
- prior knowledge
- cost function
- online learning
- formal model
- learning scheme
- probabilistic model
- learning process
- reinforcement learning
- knowledge acquisition
- objective function
- learning systems
- theoretical framework
- learning phase
- unsupervised learning
- hidden variables
- learning tasks
- experimental data
- learning algorithm
- bayesian networks