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stat.ML2023
Error analysis of generative adversarial network
Mahmud Hasan, Hailin Sang
The generative adversarial network (GAN) is an important model developed for high-dimensional distribution learning in recent years. However, there is a pressing need for a compreh…
stat.ML2022
Nonparametric regression with modified ReLU networks
Aleksandr Beknazaryan, Hailin Sang
We consider regression estimation with modified ReLU neural networks in which network weight matrices are first modified by a function before being multiplied by input vectors.…