Fair Classification under Covariate Shift and Missing Protected Attribute - an Investigation using Related Features.
Manan SinghPublished in: CoRR (2022)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature set
- feature space
- svm classifier
- machine learning
- support vector machine svm
- image classification
- covariate shift
- feature representation
- class labels
- supervised learning
- feature selection
- classification systems
- model selection
- pairwise
- feature construction