Wasserstein Fair Classification.
Ray JiangAldo PacchianoTom StepletonHeinrich JiangSilvia ChiappaPublished in: UAI (2019)
Keyphrases
- pattern recognition
- classification accuracy
- classification algorithm
- automatic classification
- feature vectors
- pattern classification
- machine learning
- svm classifier
- support vector
- classification scheme
- feature space
- machine learning methods
- support vector machine
- database
- document classification
- classification method
- classification process
- class labels
- training set
- feature selection
- decision trees
- text classification
- image classification
- decision rules
- principal component analysis
- supervised learning
- active learning
- recognition rate
- classification models
- similarity measure
- feature extraction
- machine learning algorithms
- object classification
- supervised classification
- classification systems
- unsupervised learning