Towards Data-Independent Knowledge Transfer in Model-Heterogeneous Federated Learning.
Jie ZhangSong GuoJingcai GuoDeze ZengJingren ZhouAlbert Y. ZomayaPublished in: IEEE Trans. Computers (2023)
Keyphrases
- knowledge transfer
- prior knowledge
- learning models
- data sources
- probabilistic model
- learning tasks
- data sets
- learned models
- data analysis
- training data
- learning process
- data points
- knowledge sharing
- network structure
- previously learned
- multi task learning
- semi supervised learning
- pairwise
- decision trees
- machine learning