Showing results 1 to 7 of 7
| Title | Author(s) | Issue Date | |
|---|---|---|---|
An Error Analysis of Generative Adversarial Networks for Learning Distributions Journal:Journal of Machine Learning Research | 2022 | ||
Approximation bounds for norm constrained neural networks with applications to regression and GANs Journal:Applied and Computational Harmonic Analysis | 2023 | ||
Approximation in shift-invariant spaces with deep ReLU neural networks Journal:Neural Networks | 2022 | ||
Convergence Analysis of the Deep Galerkin Method for Weak Solutions Book:Applied and Numerical Harmonic Analysis | 2023 | ||
Error analysis of deep Ritz methods for elliptic equations Journal:Analysis and Applications | 2024 | ||
Non-Asymptotic Error Bounds for Bidirectional GANs Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | ||
On the capacity of deep generative networks for approximating distributions Journal:Neural Networks | 2022 |