The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation.
Huancheng ChenJohnny WangHaris VikaloPublished in: CoRR (2023)
Keyphrases
- accurate models
- prior knowledge
- background knowledge
- raw data
- data sets
- previously learned
- learning models
- experimental data
- learned models
- learning systems
- historical data
- data sources
- learning process
- data collection
- learning tasks
- data analysis
- empirical data
- knowledge discovery
- database
- domain experts
- high quality
- reinforcement learning
- global information
- human experts
- data mining tools
- distributed data
- adaptive learning
- machine learning
- supervised learning
- domain knowledge
- knowledge transfer
- expert knowledge
- learning algorithm
- user specific
- digital libraries