Zhiying Fang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Convergence Rate

Weakly Supervised

Convolutional Neural Networks

Top Venues

Neural Networks

Publications

Yingqiao Zhang, Zhiying Fang, Jun Fan
Generalization analysis of deep CNNs under maximum correntropy criterion. Neural Networks 174 (2024)
Zhiying Fang, Tong Mao, Jun Fan
Learning Korobov Functions by Correntropy and Convolutional Neural Networks. Neural Comput. 36 (4) (2024)
Zhiying Fang, Guang Cheng
Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions. Trans. Mach. Learn. Res. 2023 (2023)
Zhiying Fang, Guang Cheng
Optimal Learning Rates of Deep Convolutional Neural Networks: Additive Ridge Functions. CoRR (2022)
Zhiying Fang, Yidong Ouyang, Ding-Xuan Zhou, Guang Cheng
Attention Enables Zero Approximation Error. CoRR (2022)
Yuan Cao, Zhiying Fang, Yue Wu, Ding-Xuan Zhou, Quanquan Gu
Towards Understanding the Spectral Bias of Deep Learning. IJCAI (2021)
Zhiying Fang, Han Feng, Shuo Huang, Ding-Xuan Zhou
Theory of deep convolutional neural networks II: Spherical analysis. Neural Networks 131 (2020)
Zhiying Fang, Han Feng, Shuo Huang, Ding-Xuan Zhou
Theory of Deep Convolutional Neural Networks II: Spherical Analysis. CoRR (2020)
Zhiying Fang, Zheng-Chu Guo, Ding-Xuan Zhou
Optimal learning rates for distribution regression. J. Complex. 56 (2020)
Yuan Cao, Zhiying Fang, Yue Wu, Ding-Xuan Zhou, Quanquan Gu
Towards Understanding the Spectral Bias of Deep Learning. CoRR (2019)