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ORCIDZheng Ma 0009
Person information
- affiliation: Purdue University, West Lafayette, IN, USA
Other persons with the same name
- Zheng Ma — disambiguation page
- Zheng Ma 0001
![[0000-0002-0251-1483]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0251-1483")
— KTH Royal Institute of Technology, Department of Information Science and Engineering, Stockholm, Sweden (and 1 more) - Zheng Ma 0002 (aka: Zheng Grace Ma) — University of Southern Denmark, Center for Health Informatics and Technology, Odense, Denmark
- Zheng Ma 0003 — Institute of Scientific and Technical Information of China (ISTIC), Beijing, China
- Zheng Ma 0004 — The Smith-Kettlewell Eye Research Institute, San Francisco, CA, USA
- Zheng Ma 0005 — University of Electronic Science and Technology of China, Chengdu, China
- Zheng Ma 0006 — National University of Singapore, Singapore
- Zheng Ma 0007 — City University of Hong Kong, Hong Kong, SAR, China
- Zheng Ma 0008 — SenseTime Research
- Zheng Ma 0010 — Shanghai Jiao Tong University, Department of Mathematics, Shanghai, China
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2020 – today
- 2022
[j2]Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang:
On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization. SIAM J. Math. Data Sci. 4(4): 1272-1292 (2022)- 2021
- [j1]Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang:
Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit. J. Mach. Learn. Res. 22: 71:1-71:47 (2021) - [i10]Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu:
Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks. CoRR abs/2102.00200 (2021) - [i9]Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang:
An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network. CoRR abs/2105.11675 (2021) - [i8]Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma:
MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs. CoRR abs/2107.03673 (2021) - 2020
- [c1]Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma:
A type of generalization error induced by initialization in deep neural networks. MSML 2020: 144-164 - [i7]Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang:
Phase diagram for two-layer ReLU neural networks at infinite-width limit. CoRR abs/2007.07497 (2020) - [i6]Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang:
On the exact computation of linear frequency principle dynamics and its generalization. CoRR abs/2010.08153 (2020) - [i5]Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang:
Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning. CoRR abs/2012.03238 (2020)
2010 – 2019
- 2019
- [i4]Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yanyang Xiao, Zheng Ma:
Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks. CoRR abs/1901.06523 (2019) - [i3]Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma:
A type of generalization error induced by initialization in deep neural networks. CoRR abs/1905.07777 (2019) - [i2]Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma:
Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks. CoRR abs/1905.10264 (2019) - [i1]Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang:
Theory of the Frequency Principle for General Deep Neural Networks. CoRR abs/1906.09235 (2019)
Coauthor Index
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