most citedNonparametric regression using over-parameterized shallow ReLU neural networks

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cs.LG2022

Learning Distributions by Generative Adversarial Networks: Approximation and Generalization

Yunfei Yang

We study how well generative adversarial networks (GAN) learn probability distributions from finite samples by analyzing the convergence rates of these models. Our analysis is base…