Leyang Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Multiple Layers

Top Venues

Trans. Mach. Learn. Res.

Publications

Leyang Zhang, Yaoyu Zhang, Tao Luo
Geometry of Critical Sets and Existence of Saddle Branches for Two-layer Neural Networks. CoRR (2024)
Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR (2024)
Leyang Zhang, Yaoyu Zhang, Tao Luo
Structure and Gradient Dynamics Near Global Minima of Two-layer Neural Networks. CoRR (2023)
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
Limitation of Characterizing Implicit Regularization by Data-independent Functions. Trans. Mach. Learn. Res. 2023 (2023)
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
Optimistic Estimate Uncovers the Potential of Nonlinear Models. CoRR (2023)
Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. CoRR (2022)
Leyang Zhang, Zhi-Qin John Xu, Tao Luo, Yaoyu Zhang
Limitation of characterizing implicit regularization by data-independent functions. CoRR (2022)