Yunfei Yang - RankMe

19 papers A* 1Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	On the Rates of Convergence for Learning with Convolutional Neural Networks. SIAM J. Math. Data Sci. Yunfei Yang, Han Feng, Ding-Xuan Zhou
2025	J	`jnl`	Universality and Approximation Bounds for Echo State Networks With Random Weights. IEEE Trans. Neural Networks Learn. Syst. Zhen Li, Yunfei Yang
2024	J	`jnl`	Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks. J. Mach. Learn. Res. Yunfei Yang, Ding-Xuan Zhou
2024	J	`jnl`	On the rates of convergence for learning with convolutional neural networks. CoRR Yunfei Yang, Han Feng, Ding-Xuan Zhou
2023	J	`jnl`	Convergence Analysis of the Deep Galerkin Method for Weak Solutions. CoRR Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang
2023	J	`jnl`	Nonparametric regression using over-parameterized shallow ReLU neural networks. CoRR Yunfei Yang, Ding-Xuan Zhou
2023	J	`jnl`	Optimal rates of approximation by shallow ReLU CoRR Yunfei Yang, Ding-Xuan Zhou
2022	J	`jnl`	An Error Analysis of Generative Adversarial Networks for Learning Distributions. J. Mach. Learn. Res. Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang
2022	J	`jnl`	Approximation bounds for norm constrained neural networks with applications to regression and GANs. CoRR Yuling Jiao, Yang Wang, Yunfei Yang
2022	J	`jnl`	Approximation in shift-invariant spaces with deep ReLU neural networks. Neural Networks Yunfei Yang, Zhen Li, Yang Wang
2022	J	`jnl`	On the capacity of deep generative networks for approximating distributions. Neural Networks Yunfei Yang, Zhen Li, Yang Wang
2022	J	`jnl`	Universality and approximation bounds for echo state networks with random weights. CoRR Zhen Li, Yunfei Yang
2021	J	`jnl`	An error analysis of generative adversarial networks for learning distributions. CoRR Jian Huang, Yuling Jiao, Zhen Li, Shiao Liu, Yang Wang, Yunfei Yang
2021	J	`jnl`	Error Analysis of Deep Ritz Methods for Elliptic Equations. CoRR Yuling Jiao, Yanming Lai, Yisu Luo, Yang Wang, Yunfei Yang
2021	J	`jnl`	Exponential Approximation of Band-limited Signals from Nonuniform Sampling. CoRR Yunfei Yang, Haizhang Zhang
2021	J	`jnl`	Non-Asymptotic Error Bounds for Bidirectional GANs. CoRR Shiao Liu, Yunfei Yang, Jian Huang, Yuling Jiao, Yang Wang
2021	A*	`conf`	Non-asymptotic Error Bounds for Bidirectional GANs. NeurIPS Shiao Liu, Yunfei Yang, Jian Huang, Yuling Jiao, Yang Wang
2021	J	`jnl`	On the capacity of deep generative networks for approximating distributions. CoRR Yunfei Yang, Zhen Li, Yang Wang
2020	J	`jnl`	Approximation in shift-invariant spaces with deep ReLU neural networks. CoRR Yunfei Yang, Yang Wang