Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing.
Xianli ZengGuang ChengEdgar DobribanPublished in: CoRR (2024)
Keyphrases
- post processing
- bayes optimal
- preprocessing
- stereo matching
- machine learning
- support vector
- classification accuracy
- feature selection
- filtering method
- support vector machine svm
- feature extraction
- decision trees
- support vector machine
- feature vectors
- human experts
- learning curve
- upper bound
- text classification
- model selection
- training set
- classification rules
- feature space
- cost sensitive