Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models.
Wentao GaoOmid TavallaieShuaijun ChenAlbert Y. ZomayaPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- learning algorithm
- learning models
- management system
- fully connected
- learning process
- loosely coupled
- accurate models
- unsupervised learning
- social networks
- neural nets
- learning problems
- learned models
- multi domain
- complex systems
- end users
- connectionist networks
- reinforcement learning
- automatically learned
- heterogeneous networks
- hidden variables
- edge detector
- learning tasks
- hierarchical structure
- online learning
- probabilistic model
- active learning
- digital libraries