Combating Quality Distortion in Federated Learning with Collaborative Data Selection.
Duc Long NguyenPhi Le NguyenThao Nguyen TruongPublished in: PAKDD (3) (2024)
Keyphrases
- data sets
- high quality
- prior knowledge
- database
- data quality
- data analysis
- data sources
- distributed data
- original data
- learning systems
- data collection
- data structure
- input data
- statistical analysis
- learning process
- active learning
- online learning
- data points
- knowledge discovery
- raw data
- synthetic data
- metadata
- human experts
- background knowledge
- missing data
- high dimensional data
- knowledge acquisition
- image data