Group-Aware Threshold Adaptation for Fair Classification.
Taeuk JangPengyi ShiXiaoqian WangPublished in: AAAI (2022)
Keyphrases
- decision trees
- pattern recognition
- text classification
- image classification
- classification accuracy
- classification method
- feature vectors
- pattern classification
- support vector
- feature extraction
- object classification
- learning vector quantization
- automatic classification
- benchmark datasets
- support vector machine svm
- classification systems
- data sets
- machine learning
- support vector machine
- feature selection
- training set
- supervised learning
- face recognition
- classification process
- learning algorithm
- supervised classification
- multimedia
- classification models
- benchmark data sets
- classification algorithm
- decision rules
- cross validation
- class labels
- nearest neighbor
- unsupervised learning