Fair Classifiers that Abstain without Harm.
Tongxin YinJean-Francois TonRuocheng GuoYuanshun YaoMingyan LiuYang LiuPublished in: ICLR (2024)
Keyphrases
- training set
- decision trees
- support vector
- naive bayes
- test set
- supervised classification
- feature selection
- training data
- feature set
- multiple classifiers
- neural network
- classification models
- bayes classifier
- svm classifier
- classifier combination
- training examples
- pattern recognition
- multiple classifier systems
- majority vote
- k nearest neighbour
- linear classifiers
- feature subset
- class labels
- training samples
- multi class
- genetic algorithm