Improving Fairness and Mitigating MADness in Generative Models

Paul Mayer, Lorenzo Luzi, Ali Siahkoohi +2

Generative models unfairly penalize data belonging to minority classes, suffer from model autophagy disorder (MADness), and learn biased estimates of the underlying distribution pa…