Fair Classifiers Without Fair Training: An Influence-Guided Data Sampling Approach.
Jinlong PangJialu WangZhaowei ZhuYuanshun YaoChen QianYang LiuPublished in: CoRR (2024)
Keyphrases
- data sets
- training data
- data sources
- data processing
- training samples
- data collection
- original data
- training set
- prior knowledge
- small number
- feature extraction
- test data
- data distribution
- high dimensional data
- training examples
- high dimensional
- support vector
- labeled data
- supervised learning
- spatial data
- data analysis
- data structure
- training dataset
- data samples