Data-Free Knowledge Distillation for Heterogeneous Federated Learning.
Zhuangdi ZhuJunyuan HongJiayu ZhouPublished in: ICML (2021)
Keyphrases
- prior knowledge
- data sets
- learning systems
- raw data
- background knowledge
- knowledge acquisition
- database
- data analysis
- domain knowledge
- data mining techniques
- data collection
- input data
- knowledge discovery
- learning algorithm
- learning process
- high quality
- data sources
- human experts
- synthetic data
- data processing
- data structure
- reinforcement learning
- image data
- knowledge base
- active learning
- prior domain knowledge
- federated databases
- heterogeneous sources
- learned models
- heterogeneous data
- distributed data
- knowledge transfer
- neural network
- data distribution
- end users
- data points
- labeled data
- learning environment