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Author ID: ma.cong Recent zbMATH articles by "Ma, Cong"
Published as: Ma, Cong

Publications by Year

Citations contained in zbMATH Open

17 Publications have been cited 191 times in 141 Documents Cited by Year
Traveling wave solutions of a nonlocal delayed SIR model without outbreak threshold. Zbl 1311.35051
Li, Wan-Tong; Lin, Guo; Ma, Cong; Yang, Fei-Ying
34
2014
Implicit regularization in nonconvex statistical estimation: gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolution. Zbl 1445.90089
Ma, Cong; Wang, Kaizheng; Chi, Yuejie; Chen, Yuxin
31
2020
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
28
2019
Spectral method and regularized MLE are both optimal for top-\(K\) ranking. Zbl 1425.62038
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Wang, Kaizheng
25
2019
Inference and uncertainty quantification for noisy matrix completion. Zbl 1431.90117
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
18
2019
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 1477.90060
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
15
2020
A selective overview of deep learning. Zbl 07368237
Fan, Jianqing; Ma, Cong; Zhong, Yiqiao
12
2021
Spectral methods for data science: a statistical perspective. Zbl 1524.68267
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
6
2021
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
5
2021
Beyond procrustes: balancing-free gradient descent for asymmetric low-rank matrix sensing. Zbl 07591387
Ma, Cong; Li, Yuanxin; Chi, Yuejie
4
2021
Low-rank matrix recovery with scaled subgradient methods: fast and robust convergence without the condition number. Zbl 07591494
Tong, Tian; Ma, Cong; Chi, Yuejie
4
2021
Uncertainty aversion and rationality in games of perfect information. Zbl 1006.91014
Ma, C.
3
2000
Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. Zbl 07415093
Tong, Tian; Ma, Cong; Chi, Yuejie
3
2021
Bridging convex and nonconvex optimization in robust PCA: noise, outliers and missing data. Zbl 1486.62181
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
3
2021
Learning mixtures of low-rank models. Zbl 1475.62182
Chen, Yanxi; Ma, Cong; Poor, H. Vincent; Chen, Yuxin
1
2021
Comment on “A tuning-free robust and efficient approach to high-dimensional regression”. Zbl 1452.62519
Fan, Jianqing; Ma, Cong; Wang, Kaizheng
1
2020
Optimally tackling covariate shift in RKHS-based nonparametric regression. Zbl 07714179
Ma, Cong; Pathak, Reese; Wainwright, Martin J.
1
2023
Optimally tackling covariate shift in RKHS-based nonparametric regression. Zbl 07714179
Ma, Cong; Pathak, Reese; Wainwright, Martin J.
1
2023
A selective overview of deep learning. Zbl 07368237
Fan, Jianqing; Ma, Cong; Zhong, Yiqiao
12
2021
Spectral methods for data science: a statistical perspective. Zbl 1524.68267
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
6
2021
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
5
2021
Beyond procrustes: balancing-free gradient descent for asymmetric low-rank matrix sensing. Zbl 07591387
Ma, Cong; Li, Yuanxin; Chi, Yuejie
4
2021
Low-rank matrix recovery with scaled subgradient methods: fast and robust convergence without the condition number. Zbl 07591494
Tong, Tian; Ma, Cong; Chi, Yuejie
4
2021
Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. Zbl 07415093
Tong, Tian; Ma, Cong; Chi, Yuejie
3
2021
Bridging convex and nonconvex optimization in robust PCA: noise, outliers and missing data. Zbl 1486.62181
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
3
2021
Learning mixtures of low-rank models. Zbl 1475.62182
Chen, Yanxi; Ma, Cong; Poor, H. Vincent; Chen, Yuxin
1
2021
Implicit regularization in nonconvex statistical estimation: gradient descent converges linearly for phase retrieval, matrix completion, and blind deconvolution. Zbl 1445.90089
Ma, Cong; Wang, Kaizheng; Chi, Yuejie; Chen, Yuxin
31
2020
Noisy matrix completion: understanding statistical guarantees for convex relaxation via nonconvex optimization. Zbl 1477.90060
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong; Yan, Yuling
15
2020
Comment on “A tuning-free robust and efficient approach to high-dimensional regression”. Zbl 1452.62519
Fan, Jianqing; Ma, Cong; Wang, Kaizheng
1
2020
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
28
2019
Spectral method and regularized MLE are both optimal for top-\(K\) ranking. Zbl 1425.62038
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Wang, Kaizheng
25
2019
Inference and uncertainty quantification for noisy matrix completion. Zbl 1431.90117
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
18
2019
Traveling wave solutions of a nonlocal delayed SIR model without outbreak threshold. Zbl 1311.35051
Li, Wan-Tong; Lin, Guo; Ma, Cong; Yang, Fei-Ying
34
2014
Uncertainty aversion and rationality in games of perfect information. Zbl 1006.91014
Ma, C.
3
2000
all top 5

Cited by 303 Authors

12 Fan, Jianqing
9 Chen, Yuxin
8 Wei, Jingdong
8 Zhou, Jiangbo
7 Ma, Cong
6 Chi, Yuejie
6 Li, Wan-Tong
6 Xu, Zhiting
5 Tian, Lixin
5 Xia, Dong
4 Cai, Jian-Feng
4 Fornasier, Massimo
4 Wang, Kaizheng
4 Yang, Feiying
4 Zhen, Zaili
3 Huang, Hui
3 Li, Yan
3 Ling, Shuyang
3 Pareschi, Lorenzo
3 Stöger, Dominik
3 Sünnen, Philippe
3 Wang, Xiangsheng
3 Yan, Yuling
3 You, Juntao
2 Abbe, Emmanuel
2 Bahmani, Sohail
2 Bi, Shujun
2 Cai, Changxiao
2 Chekroun, Abdennasser
2 Chen, Pinhan
2 Chen, Yudong
2 Chen, Yunxiao
2 Ding, Lijun
2 Gao, Chao
2 Khoo, Yuehaw
2 Krahmer, Felix
2 Kuniya, Toshikazu
2 Li, Gen
2 Li, Jingyang
2 Liu, Jun S.
2 Lyu, Zhongyuan
2 Nadler, Boaz
2 Nott, David John
2 Pan, Xuejun
2 Poor, Harold Vincent
2 Qu, Annie
2 Schweinberger, Michael
2 Shu, Hongying
2 Sun, Will Wei
2 Verzelen, Nicolas
2 Wang, Zhaoran
2 Wei, Yuting
2 Wu, Shiliang
2 Xia, Yu
2 Yang, Zhuoran
2 Yu, Mengxin
2 Zhang, Anderson Y.
2 Zhang, Haoran
2 Zhong, Yiqiao
2 Zhou, Likai
2 Zhu, Chengcheng
2 Zilber, Pini
1 Adimy, Mostafa
1 Ai, Cuihua
1 Akbari, Sina
1
1 Amra, Claude
1 Ataei, Masoud
1 Bai, Zhenguo
1 Balasubramanian, Krishnakumar
1 Bambos, Nicholas
1 Bauch, Jonathan
1 Borgs, Christian
1 Boyd, Stephen Poythress
1 Buet, Xavier
1 Cai, Hanqin
1 Cao, Feilong
1 Cao, GuanQun
1 Carmon, Yair
1 Carpentier, Alexandra
1 Celentano, Michael
1 Charisopoulos, Vasileios
1 Chayes, Jennifer Tour
1 Chen, Danxia
1 Chen, Kani
1 Chen, Shengyuan
1 Chen, Wenxia
1 Chen, You-Lin
1 Cheng, Chen
1 Cheng, Guang
1 Cheng, Yueling
1 Chernozhukov, Victor
1 Cui, Ying
1 Danilova, Marina
1 Davis, Damek Shea
1 De Sa, Christopher
1 Deng, Ke
1 Díaz, Mateo
1 Ding, Xiucai
1 Dong, Minjie
...and 203 more Authors
all top 5

Cited in 64 Serials

17 The Annals of Statistics
9 Journal of the American Statistical Association
6 SIAM Journal on Optimization
6 Journal of Machine Learning Research (JMLR)
6 Electronic Journal of Statistics
5 Applied Mathematics and Computation
5 Applied and Computational Harmonic Analysis
4 Mathematical Programming. Series A. Series B
3 Journal of Mathematical Analysis and Applications
3 SIAM Journal on Matrix Analysis and Applications
3 Communications on Pure and Applied Analysis
3 Statistics and Computing
3 SIAM Journal on Mathematics of Data Science
2 Applicable Analysis
2 Inverse Problems
2 Journal of Differential Equations
2 Operations Research
2 Statistical Science
2 Qualitative Theory of Dynamical Systems
2 Foundations of Computational Mathematics
2 Discrete and Continuous Dynamical Systems. Series B
2 Statistical Methods and Applications
2 Mathematical Biosciences and Engineering
2 SIAM Journal on Imaging Sciences
2 Journal of Computational and Graphical Statistics
1 Computers & Mathematics with Applications
1 Journal of the Franklin Institute
1 Journal of Mathematical Physics
1 Mathematical Methods in the Applied Sciences
1 Psychometrika
1 ZAMP. Zeitschrift für angewandte Mathematik und Physik
1 Journal of Econometrics
1 Mathematics of Operations Research
1 Metron
1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
1 Journal of Complexity
1 Journal of Scientific Computing
1 European Journal of Applied Mathematics
1 Machine Learning
1 Journal of Global Optimization
1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences
1 Applied Mathematical Modelling
1 Communications in Statistics. Theory and Methods
1 SIAM Review
1 Journal of Dynamics and Differential Equations
1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
1 SIAM Journal on Scientific Computing
1 Applied Mathematics. Series B (English Edition)
1 The Journal of Fourier Analysis and Applications
1 Mathematical Finance
1 Optimization Methods & Software
1 Taiwanese Journal of Mathematics
1 Communications in Nonlinear Science and Numerical Simulation
1 Nonlinear Analysis. Real World Applications
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Acta Numerica
1 Advances in Difference Equations
1 Journal of Statistical Mechanics: Theory and Experiment
1 Oberwolfach Reports
1 Optimization Letters
1 International Journal of Biomathematics
1 Journal of Nonlinear and Variational Analysis
1 Mathematical Statistics and Learning
1 Japanese Journal of Statistics and Data Science

Citations by Year