Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
Seungeun OhHyelin NamJihong ParkPraneeth VepakommaRamesh RaskarMehdi BennisSeong-Lyun KimPublished in: IEEE Trans. Big Data (2024)
Keyphrases
- learning algorithm
- prior knowledge
- learning process
- highly scalable
- machine learning
- learning tasks
- computationally efficient
- digital libraries
- case study
- data model
- supervised learning
- online learning
- knowledge acquisition
- lightweight
- learning systems
- decision trees
- communication networks
- communication systems
- learning scheme
- inductive inference
- social networks