Understanding Overparameterization in Generative Adversarial Networks

Yogesh Balaji, Mohammadmahdi Sajedi, Neha Mukund Kalibhat +4

A broad class of unsupervised deep learning methods such as Generative Adversarial Networks (GANs) involve training of overparameterized models where the number of parameters of th…