Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation.
Zhiyuan WuSheng SunYuwei WangMin LiuQuyang PanJunbo ZhangZeju LiQingxiang LiuPublished in: ACM Trans. Intell. Syst. Technol. (2024)
Keyphrases
- raw data
- distributed data
- data sets
- data sources
- prior knowledge
- statistical analysis
- training data
- image data
- expert knowledge
- distributed environment
- synthetic data
- data collection
- data quality
- enormous amounts
- hidden knowledge
- background knowledge
- missing data
- knowledge discovery
- cooperative
- original data
- database
- knowledge base
- stored data
- heterogeneous data
- high quality
- expert systems
- data objects
- high dimensional data
- domain knowledge
- human experts
- end users
- sensor data
- data mining techniques
- data processing