Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation.
Zhiyuan WuSheng SunYuwei WangMin LiuQingxiang LiuPublished in: CoRR (2022)
Keyphrases
- distributed data
- raw data
- data sources
- prior knowledge
- data sets
- data distribution
- knowledge discovery
- data analysis
- synthetic data
- hidden knowledge
- domain experts
- data processing
- data mining techniques
- distributed systems
- data points
- domain knowledge
- expert knowledge
- original data
- human experts
- high quality
- data structure
- missing data
- statistical analysis
- data collection
- data repositories
- input data
- knowledge representation
- data transfer
- databases
- image data
- information resources
- database
- data objects
- social networks
- background knowledge
- design process
- knowledge acquisition
- end users