FairGAN: Fairness-aware Generative Adversarial Networks

Depeng Xu, Shuhan Yuan, Lu Zhang +1

Fairness-aware learning is increasingly important in data mining. Discrimination prevention aims to prevent discrimination in the training data before it is used to conduct predict…