Asymptotic Statistical Analysis of $f$-divergence GAN

Xinwei Shen, Kani Chen, Tong Zhang

Generative Adversarial Networks (GANs) have achieved great success in data generation. However, its statistical properties are not fully understood. In this paper, we consider the…