Mind the (optimality) Gap: A Gap-Aware Learning Rate Scheduler for Adversarial Nets

Hussein Hazimeh, Natalia Ponomareva

Adversarial nets have proved to be powerful in various domains including generative modeling (GANs), transfer learning, and fairness. However, successfully training adversarial net…