Zhiying Fang

According to our database, Zhiying Fang authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

Learning Korobov Functions by Correntropy and Convolutional Neural Networks.

Zhiying Fang, Tong Mao, Jun Fan

Neural Comput., April, 2024

Generalization analysis of deep CNNs under maximum correntropy criterion.

Yingqiao Zhang, Zhiying Fang, Jun Fan

Neural Networks, 2024

2023

Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.

Zhiying Fang, Guang Cheng

Trans. Mach. Learn. Res., 2023

2022

Attention Enables Zero Approximation Error.

Zhiying Fang, Yidong Ouyang, Ding-Xuan Zhou, Guang Cheng

CoRR, 2022

Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions.

Zhiying Fang, Guang Cheng

CoRR, 2022

2021

Towards Understanding the Spectral Bias of Deep Learning.

Yuan Cao, Zhiying Fang, Yue Wu, Ding-Xuan Zhou, Quanquan Gu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Theory of deep convolutional neural networks II: Spherical analysis.

Zhiying Fang, Han Feng, Shuo Huang, Ding-Xuan Zhou

Neural Networks, 2020

Optimal learning rates for distribution regression.

Zhiying Fang, Zheng-Chu Guo, Ding-Xuan Zhou

J. Complex., 2020