TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination

Mengdi Zhang, Jun Sun, Jingyi Wang +1

Discrimination has been shown in many machine learning applications, which calls for sufficient fairness testing before their deployment in ethic-relevant domains such as face reco…