Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model

Beatrice Nobile, Gabriele Santin, Bruno Lepri +1

Fairness-aware GANs (FairGANs) exploit the mechanisms of Generative Adversarial Networks (GANs) to impose fairness on the generated data, freeing them from both disparate impact an…