When Fair Classification Meets Noisy Protected Attributes.
Avijit GhoshPablo KvitcaChristo WilsonPublished in: CoRR (2023)
Keyphrases
- classification accuracy
- pattern recognition
- automatic classification
- image classification
- irrelevant attributes
- text classification
- classification scheme
- attribute selection
- feature vectors
- class labels
- cross validation
- machine learning methods
- feature extraction
- classification systems
- supervised classification
- pattern classification
- classification rules
- feature space
- rule sets
- classification models
- classification method
- attribute values
- supervised learning
- classification process
- support vector
- feature selection