1. kNN as an Implementation of Situation Testing for Discrimination Discovery and Prevention;luong;KDD,2011
2. Satisfying Real-world Goals with Dataset Constraints;goh;NIPS,2016
3. Three Naive Bayes Approaches for Discrimination-Free Classification;ddcalders;Data Mining and Knowledge Discovery,2010
4. Learning Fair Representations;zemel;ICML,2013
5. Fairness-aware Classifier with Prejudice Remover Regularizer;kamishima;PADM,2011