Yunfei Yang

According to our database, Yunfei Yang authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Universality and Approximation Bounds for Echo State Networks With Random Weights.

Zhen Li, Yunfei Yang

IEEE Trans. Neural Networks Learn. Syst., February, 2025

2023

Convergence Analysis of the Deep Galerkin Method for Weak Solutions.

Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang

CoRR, 2023

2022

Approximation in shift-invariant spaces with deep ReLU neural networks.

Yunfei Yang, Zhen Li, Yang Wang

Neural Networks, 2022

On the capacity of deep generative networks for approximating distributions.

Yunfei Yang, Zhen Li, Yang Wang

Neural Networks, 2022

An Error Analysis of Generative Adversarial Networks for Learning Distributions.

Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang

J. Mach. Learn. Res., 2022

Approximation bounds for norm constrained neural networks with applications to regression and GANs.

Yuling Jiao, Yang Wang, Yunfei Yang

CoRR, 2022

2021

Error Analysis of Deep Ritz Methods for Elliptic Equations.

Yuling Jiao, Yanming Lai, Yisu Luo, Yang Wang, Yunfei Yang

CoRR, 2021

Exponential Approximation of Band-limited Signals from Nonuniform Sampling.

Yunfei Yang, Haizhang Zhang

CoRR, 2021

Non-asymptotic Error Bounds for Bidirectional GANs.

Shiao Liu, Yunfei Yang, Jian Huang, Yuling Jiao, Yang Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Approximation in shift-invariant spaces with deep ReLU neural networks.

Yunfei Yang, Yang Wang

CoRR, 2020