HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization.
Tengxi XiaYongheng DengSheng YueJunyi HeJu RenYaoxue ZhangPublished in: CNSM (2022)
Keyphrases
- hierarchical organization
- learning algorithm
- learning scheme
- learning process
- reinforcement learning
- online learning
- learning problems
- learning tasks
- learning systems
- main contribution
- metadata
- multi task
- unsupervised learning
- knowledge acquisition
- multiscale
- semi supervised
- theoretical framework
- hierarchical structure
- data sources
- active learning
- design principles
- feature extraction
- object recognition
- machine learning