Fairness Constraints: Mechanisms for Fair Classification.
Muhammad Bilal ZafarIsabel ValeraManuel Gomez-RodriguezKrishna P. GummadiPublished in: AISTATS (2017)
Keyphrases
- decision trees
- pattern recognition
- classification accuracy
- classification algorithm
- machine learning
- text classification
- feature vectors
- feature space
- support vector
- machine learning algorithms
- svm classifier
- decision rules
- pattern classification
- automatic classification
- classification scheme
- classification process
- training set
- preprocessing
- benchmark datasets