A Distributed Hierarchical Deep Computation Model for Federated Learning in Edge Computing.
Haifeng ZhengMin GaoZhizhang ChenXinxin FengPublished in: IEEE Trans. Ind. Informatics (2021)
Keyphrases
- probabilistic model
- learning process
- learning algorithm
- automatically learned
- prior knowledge
- hierarchical structure
- learning systems
- learning scheme
- learning models
- learning tasks
- conceptual model
- experimental data
- mathematical model
- neural network
- distributed systems
- management system
- probability distribution
- active learning
- knowledge acquisition
- online learning
- peer to peer
- statistical model
- hidden markov models
- neural nets
- multi layer
- cooperative
- learning mechanism
- hierarchical model
- similarity measure
- max margin learning