Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDChao Ma 0012
Person information
- affiliation: Stanford University, Department of Mathematics, Stanford, CA, USA
- affiliation (PhD 2020): Princeton University, Program in Applied and Computational Mathematics, Princeton, NJ, USA
Other persons with the same name
- Chao Ma — disambiguation page
- Chao Ma 0001 — Oregon State University, Corvallis, OR, USA
- Chao Ma 0002
![[0000-0002-8675-3737]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-8675-3737")
— Nanjing University of Science and Technology, College of Computer Science and Technology, China - Chao Ma 0003 — Henan Polytechnic University, Department of Remote Sensing Science and Technology, Jiaozuo, China
- Chao Ma 0004 — Shanghai Jiao Tong University, AI Institute, MOE Key Lab of Artificial Intelligence, Shanghai, China (and 2 more)
- Chao Ma 0005 — Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, China
- Chao Ma 0006 — Guilin University of Electronic Technology, Key Laboratory of Intelligent Processing of Computer Images and Graphics, China
- Chao Ma 0007 — Harbin Institute of Technology, School of Computer Science and Technology, Biocomputing Research Center, China
- Chao Ma 0008 — Wuhan University, School of Cyber Science and Engineering, Wuhan, China (and 2 more)
- Chao Ma 0009 — Northeastern University, College of Information Science and Engineering, Shenyang, China
- Chao Ma 0010 — Zhejiang University, Laboratory of Applied Research on Electromagnetics, Hangzhou, China
- Chao Ma 0011 — University of Science and Technology Beijing, School of Mechanical Engineering, Beijing, China (and 3 more)
- Chao Ma 0013 — Beijing Institute of Technology, School of Mechatronical Engineering, Beijing, China
- Chao Ma 0014 — National University of Defense Technology, College of Electronic Science, Changsha, China
- Chao Ma 0015 — Tianjin University, School of Electrical and Information Engineering, Tianjin, China
- Chao Ma 0016 — People's Liberation Army Strategic Support Force (PLA SSF) Information Engineering University, Zhengzhou, China
- Chao Ma 0017 — Harbin University of Science and Technology, School of Software & Microelectronics, Harbin, China (and 1 more)
- Chao Ma 0018 — Harvard Medical School, Massachusetts General Hospital and Department of Radiology, Gordon Center for Medical Imaging, Boston, MA, USA (and 1 more)
- Chao Ma 0019 — University of Cambridge, Department of Engineering, Cambridge, UK
- Chao Ma 0020 — Oregon State University, School of Electrical Engineering and Computer Science, Corvallis, OR, USA
- Chao Ma 0021 — Shenzhen Institute of Information Technology, School of Digital Media, Shenzhen, China (and 1 more)
- Chao Ma 0022 — Baidu Talent Intelligence Center, Beijing, China (and 1 more)
- Chao Ma 0023 — Kent State University, Department of Computer Science, Kent, OH, USA
- Chao Ma 0024 — Xi'an Jiaotong University, Institute of Artificial Intelligence and Robotics, Xi'an, China
- Chao Ma 0025 — AWS Shanghai AI Lab, Shanghai, China
- Chao Ma 0026 — Chengdu University of Technology, Institute of Sedimentary Geology, Chengdu, China (and 1 more)
- Chao Ma 0027 — Second Military Medical University, Department of Radiology, Changhai Hospital of Shanghai, China
- Chao Ma 0028 — Wuhan University, Center for Studies of Information Resources, China
- Chao Ma 0029 — University College London, Department of Computer Science, UK (and 1 more)
- Chao Ma 0030 — Aston University, School of Engineering and Applied Science, Birmingham, UK (and 1 more)
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[i24]Yinuo Ren, Chao Ma, Lexing Ying:
Understanding the Generalization Benefits of Late Learning Rate Decay. CoRR abs/2401.11600 (2024)- 2022
- [c9]Chao Ma, Lexing Ying:
Provably convergent quasistatic dynamics for mean-field two-player zero-sum games. ICLR 2022 - [i23]Chao Ma, Lexing Ying:
Provably convergent quasistatic dynamics for mean-field two-player zero-sum games. CoRR abs/2202.10947 (2022) - [i22]Chao Ma, Lei Wu, Lexing Ying:
The Multiscale Structure of Neural Network Loss Functions: The Effect on Optimization and Origin. CoRR abs/2204.11326 (2022) - [i21]Chao Ma, Lexing Ying:
Why self-attention is Natural for Sequence-to-Sequence Problems? A Perspective from Symmetries. CoRR abs/2210.06741 (2022) - 2021
- [c8]Chao Ma, Lei Wu, Weinan E:
A Qualitative Study of the Dynamic Behavior for Adaptive Gradient Algorithms. MSML 2021: 671-692 - [c7]Chao Ma, Lexing Ying:
On Linear Stability of SGD and Input-Smoothness of Neural Networks. NeurIPS 2021: 16805-16817 - [i20]Chao Ma, Lexing Ying:
The Sobolev Regularization Effect of Stochastic Gradient Descent. CoRR abs/2105.13462 (2021) - [i19]Chao Ma, Lexing Ying:
A Riemannian Mean Field Formulation for Two-layer Neural Networks with Batch Normalization. CoRR abs/2110.08725 (2021) - 2020
- [j3]Chao Ma, Tamir Bendory, Nicolas Boumal, Fred J. Sigworth, Amit Singer:
Heterogeneous Multireference Alignment for Images With Application to 2D Classification in Single Particle Reconstruction. IEEE Trans. Image Process. 29: 1699-1710 (2020) - [c6]Zehao Don, Weinan E, Chao Ma:
A Priori Estimates of the Generalization Error for Autoencoders. ICASSP 2020: 3327-3331 - [c5]Yiping Lu, Chao Ma, Yulong Lu, Jianfeng Lu, Lexing Ying:
A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth. ICML 2020: 6426-6436 - [c4]Chao Ma, Lei Wu, Weinan E:
The Slow Deterioration of the Generalization Error of the Random Feature Model. MSML 2020: 373-389 - [c3]Pan Zhou, Jiashi Feng, Chao Ma, Caiming Xiong, Steven Chu-Hong Hoi, Weinan E:
Towards Theoretically Understanding Why Sgd Generalizes Better Than Adam in Deep Learning. NeurIPS 2020 - [i18]Yiping Lu, Chao Ma, Yulong Lu, Jianfeng Lu, Lexing Ying:
A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth. CoRR abs/2003.05508 (2020) - [i17]Chao Ma, Lei Wu, Weinan E:
The Quenching-Activation Behavior of the Gradient Descent Dynamics for Two-layer Neural Network Models. CoRR abs/2006.14450 (2020) - [i16]Chao Ma, Lei Wu, Weinan E:
The Slow Deterioration of the Generalization Error of the Random Feature Model. CoRR abs/2008.05621 (2020) - [i15]Chao Ma, Lei Wu, Weinan E:
A Qualitative Study of the Dynamic Behavior of Adaptive Gradient Algorithms. CoRR abs/2009.06125 (2020) - [i14]Zhong Li, Chao Ma, Lei Wu:
Complexity Measures for Neural Networks with General Activation Functions Using Path-based Norms. CoRR abs/2009.06132 (2020) - [i13]Weinan E, Chao Ma, Stephan Wojtowytsch, Lei Wu:
Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don't. CoRR abs/2009.10713 (2020) - [i12]Pan Zhou, Jiashi Feng, Chao Ma, Caiming Xiong, Steven C. H. Hoi, Weinan E:
Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning. CoRR abs/2010.05627 (2020) - [i11]Chao Ma, Lexing Ying:
Achieving Adversarial Robustness Requires An Active Teacher. CoRR abs/2012.07233 (2020)
2010 – 2019
- 2019
- [j2]Chao Ma, Xin Liu, Zaiwen Wen:
Globally Convergent Levenberg-Marquardt Method for Phase Retrieval. IEEE Trans. Inf. Theory 65(4): 2343-2359 (2019) - [c2]Lei Wu, Qingcan Wang, Chao Ma:
Global Convergence of Gradient Descent for Deep Linear Residual Networks. NeurIPS 2019: 13368-13377 - [i10]Weinan E, Chao Ma, Qingcan Wang:
A Priori Estimates of the Population Risk for Residual Networks. CoRR abs/1903.02154 (2019) - [i9]Weinan E, Chao Ma, Lei Wu:
A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics. CoRR abs/1904.04326 (2019) - [i8]Weinan E, Chao Ma, Qingcan Wang, Lei Wu:
Analysis of the Gradient Descent Algorithm for a Deep Neural Network Model with Skip-connections. CoRR abs/1904.05263 (2019) - [i7]Weinan E, Chao Ma, Lei Wu:
Barron Spaces and the Compositional Function Spaces for Neural Network Models. CoRR abs/1906.08039 (2019) - [i6]Lei Wu, Qingcan Wang, Chao Ma:
Global Convergence of Gradient Descent for Deep Linear Residual Networks. CoRR abs/1911.00645 (2019) - [i5]Weinan E, Chao Ma, Lei Wu:
On the Generalization Properties of Minimum-norm Solutions for Over-parameterized Neural Network Models. CoRR abs/1912.06987 (2019) - [i4]Weinan E, Chao Ma, Lei Wu:
Machine Learning from a Continuous Viewpoint. CoRR abs/1912.12777 (2019) - 2018
- [j1]Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion With Application to Multireference Alignment. IEEE Trans. Signal Process. 66(4): 1037-1050 (2018) - [c1]Lei Wu, Chao Ma, Weinan E:
How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective. NeurIPS 2018: 8289-8298 - [i3]Chao Ma, Jianchun Wang, Weinan E:
Model Reduction with Memory and the Machine Learning of Dynamical Systems. CoRR abs/1808.04258 (2018) - [i2]Weinan E, Chao Ma, Lei Wu:
A Priori Estimates of the Generalization Error for Two-layer Neural Networks. CoRR abs/1810.06397 (2018) - 2017
- [i1]Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion with Application to Multireference Alignment. CoRR abs/1705.00641 (2017)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-22 22:42 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
