no code implementations • 23 Oct 2023 • Mahmud Hasan, Hailin Sang
In this research, we focus on studying the error convergence rate of the GAN model that is based on a class of functions encompassing the discriminator and generator neural networks.
no code implementations • 17 Jul 2022 • Aleksandr Beknazaryan, Hailin Sang
We consider regression estimation with modified ReLU neural networks in which network weight matrices are first modified by a function $\alpha$ before being multiplied by input vectors.
no code implementations • 29 Jan 2021 • G. Jogesh Babu, David Banks, Hyunsoon Cho, David Han, Hailin Sang, Shouyi Wang
Deep learning (DL) has gained much attention and become increasingly popular in modern data science.