A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks

Neel Mishra, Bamdev Mishra, Pratik Jawanpuria +1

A novel first-order method is proposed for training generative adversarial networks (GANs). It modifies the Gauss-Newton method to approximate the min-max Hessian and uses the Sher…