Wasserstein Fair Classification.
Ray JiangAldo PacchianoTom StepletonHeinrich JiangSilvia ChiappaPublished in: CoRR (2019)
Keyphrases
- pattern classification
- automatic classification
- classification systems
- decision trees
- object classification
- machine learning
- support vector
- feature vectors
- classification accuracy
- support vector machine svm
- preprocessing
- benchmark datasets
- feature selection
- class labels
- classification method
- classification scheme
- correct classification
- automated classification
- pattern recognition
- text classification
- object recognition
- document classification
- feature extraction
- pointwise
- classification process
- feature space
- training set
- pairwise
- machine learning algorithms
- cost sensitive
- benchmark data sets
- supervised learning
- classification algorithm
- svm classifier
- training samples