Zheng Ma - RankMe

13 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	On the Exact Computation of Linear Frequency Principle Dynamics and Its Generalization. SIAM J. Math. Data Sci. Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
2021	J	`jnl`	An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network. CoRR Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
2021	J	`jnl`	Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks. CoRR Yaoyu Zhang, Tao Luo, Zheng Ma, Zhi-Qin John Xu
2021	J	`jnl`	MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs. CoRR Lulu Zhang, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu, Zheng Ma
2021	J	`jnl`	Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit. J. Mach. Learn. Res. Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
2020	—	`conf`	A type of generalization error induced by initialization in deep neural networks. MSML Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2020	J	`jnl`	Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning. CoRR Tao Luo, Zheng Ma, Zhiwei Wang, Zhi-Qin John Xu, Yaoyu Zhang
2020	J	`jnl`	On the exact computation of linear frequency principle dynamics and its generalization. CoRR Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang
2020	J	`jnl`	Phase diagram for two-layer ReLU neural networks at infinite-width limit. CoRR Tao Luo, Zhi-Qin John Xu, Zheng Ma, Yaoyu Zhang
2019	J	`jnl`	A type of generalization error induced by initialization in deep neural networks. CoRR Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2019	J	`jnl`	Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks. CoRR Yaoyu Zhang, Zhi-Qin John Xu, Tao Luo, Zheng Ma
2019	J	`jnl`	Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks. CoRR Zhi-Qin John Xu, Yaoyu Zhang, Tao Luo, Yanyang Xiao, Zheng Ma
2019	J	`jnl`	Theory of the Frequency Principle for General Deep Neural Networks. CoRR Tao Luo, Zheng Ma, Zhi-Qin John Xu, Yaoyu Zhang