Data-Free Knowledge Distillation for Heterogeneous Federated Learning.
Zhuangdi ZhuJunyuan HongJiayu ZhouPublished in: CoRR (2021)
Keyphrases
- prior knowledge
- data sets
- raw data
- background knowledge
- learning systems
- expert knowledge
- synthetic data
- knowledge acquisition
- data collection
- distributed data
- learning process
- data processing
- data sources
- database
- image data
- online learning
- learned knowledge
- data points
- domain knowledge
- data analysis
- knowledge discovery
- data mining techniques
- data structure
- databases
- domain experts
- multiple sources
- human experts
- data quality
- training data
- enormous amounts
- prior domain knowledge
- machine learning
- learning algorithm
- knowledge base
- data distribution
- spatial data
- missing data
- bayesian networks
- reinforcement learning
- data warehouse