Knowledge-Aware Federated Active Learning with Non-IID Data.
Yu-Tong CaoJingya WangYe ShiBaosheng YuDacheng TaoPublished in: CoRR (2022)
Keyphrases
- active learning
- raw data
- knowledge discovery
- data processing
- data sets
- high quality
- data analysis
- input data
- data quality
- original data
- human experts
- background knowledge
- database
- data mining techniques
- image data
- prior knowledge
- data points
- enormous amounts
- stored data
- data structure
- experimental data
- synthetic data
- high dimensional data
- statistical analysis
- domain knowledge
- small number
- unlabeled data
- expert systems
- sensor data
- data distribution
- digital libraries
- probability distribution
- data mining
- databases
- expert knowledge
- information resources
- multiple sources
- knowledge representation