On Learning and Testing of Counterfactual Fairness through Data Preprocessing

Haoyu Chen, Wenbin Lu, Rui Song +1

Machine learning has become more important in real-life decision-making but people are concerned about the ethical problems it may bring when used improperly. Recent work brings th…