Fair Bayes-Optimal Classifiers Under Predictive Parity.
Xianli ZengEdgar DobribanGuang ChengPublished in: NeurIPS (2022)
Keyphrases
- bayes optimal
- linear classifiers
- learning curve
- version space
- training instances
- generalization error
- training data
- support vector
- svm classifier
- training set
- decision trees
- multi class
- machine learning algorithms
- distribution free
- feature selection
- machine learning
- classification models
- ensemble learning
- naive bayes
- multiclass classification
- domain knowledge