A Distributionally Robust Approach to Fair Classification.
Bahar TaskesenViet Anh NguyenDaniel KuhnJose H. BlanchetPublished in: CoRR (2020)
Keyphrases
- pattern recognition
- classification method
- classification accuracy
- feature vectors
- decision trees
- feature space
- support vector
- classification systems
- robust classification
- support vector machine
- classification scheme
- classification process
- genetic algorithm
- object classification
- robust optimization
- classification models
- incremental learning
- rotational invariant
- supervised learning
- training set
- cross validation
- class labels
- support vector machine svm
- dimensionality reduction
- automatic classification
- supervised classification
- object recognition
- multiscale
- bayesian networks
- feature extraction
- machine learning