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Author ID: chen.yuxin Recent zbMATH articles by "Chen, Yuxin"
Published as: Chen, Yuxin

Publications by Year

Citations contained in zbMATH Open

35 Publications have been cited 485 times in 329 Documents Cited by Year
Solving random quadratic systems of equations is nearly as easy as solving linear systems. Zbl 1379.90024
Chen, Yuxin; Candès, Emmanuel J.
53
2017
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
53
2019
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
32
2020
Robust spectral compressed sensing via structured matrix completion. Zbl 1360.94064
Chen, Yuxin; Chi, Yuejie
31
2014
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
31
2019
The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square. Zbl 1431.62319
Sur, Pragya; Chen, Yuxin; Candès, Emmanuel J.
29
2019
Exact and stable covariance estimation from quadratic sampling via convex programming. Zbl 1359.62181
Chen, Yuxin; Chi, Yuejie; Goldsmith, Andrea J.
28
2015
Assessing the robustness of spatial pattern sequences in a dryland vegetation model. Zbl 1371.92136
Gowda, Karna; Chen, Yuxin; Iams, Sarah; Silber, Mary
27
2016
Spectral method and regularized MLE are both optimal for top-\(K\) ranking. Zbl 1425.62038
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Wang, Kaizheng
26
2019
The projected power method: an efficient algorithm for joint alignment from pairwise differences. Zbl 1480.90199
Chen, Yuxin; Candès, Emmanuel J.
24
2018
Inference and uncertainty quantification for noisy matrix completion. Zbl 1431.90117
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
21
2019
Patterned vegetation, tipping points, and the rate of climate change. Zbl 1375.92078
Chen, Yuxin; Kolokolnikov, Theodore; Tzou, Justin; Gai, Chunyi
20
2015
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
16
2020
Recursive least squares constant modulus algorithm for blind adaptive array. Zbl 1370.94090
Chen, Yuxin; Le-Ngoc, Tho; Champagne, Benoit; Xu, Changjiang
9
2004
Communication-efficient distributed optimization in networks with gradient tracking and variance reduction. Zbl 07307473
Li, Boyue; Cen, Shicong; Chen, Yuxin; Chi, Yuejie
8
2020
Accelerated dimension-independent adaptive metropolis. Zbl 1352.65029
Chen, Yuxin; Keyes, David; Law, Kody J. H.; Ltaief, Hatem
7
2016
Information recovery from pairwise measurements. Zbl 1359.94945
Chen, Yuxin; Suh, Changho; Goldsmith, Andrea J.
7
2016
Spectral methods for data science: a statistical perspective. Zbl 1524.68267
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
7
2021
Noise-induced tipping under periodic forcing: preferred tipping phase in a non-adiabatic forcing regime. Zbl 1412.34184
Chen, Yuxin; Gemmer, John A.; Silber, Mary; Volkening, Alexandria
6
2019
Compressive two-dimensional harmonic retrieval via atomic norm minimization. Zbl 1394.94126
Chi, Yuejie; Chen, Yuxin
6
2015
Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees. Zbl 1471.62371
Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
6
2021
Fast global convergence of natural policy gradient methods with entropy regularization. Zbl 1500.90086
Cen, Shicong; Cheng, Chen; Chen, Yuxin; Wei, Yuting; Chi, Yuejie
5
2022
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
5
2021
Asymmetry helps: eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices. Zbl 1461.62085
Chen, Yuxin; Cheng, Chen; Fan, Jianqing
4
2021
On the role of mobility for multimessage gossip. Zbl 1364.94815
Chen, Yuxin; Shakkottai, Sanjay; Andrews, Jeffrey G.
3
2013
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
Policy mirror descent for regularized reinforcement learning: a generalized framework with linear convergence. Zbl 07702810
Zhan, Wenhao; Cen, Shicong; Huang, Baihe; Chen, Yuxin; Lee, Jason D.; Chi, Yuejie
3
2023
Sample complexity of asynchronous Q-learning: sharper analysis and variance reduction. Zbl 1489.90209
Li, Gen; Wei, Yuting; Chi, Yuejie; Gu, Yuantao; Chen, Yuxin
3
2022
On the almost decrease of a subexponential density. Zbl 1458.60053
Jiang, Tao; Wang, Yuebao; Cui, Zhaolei; Chen, Yuxin
3
2019
Nonconvex low-rank tensor completion from noisy data. Zbl 1511.90330
Cai, Changxiao; Li, Gen; Poor, H. Vincent; Chen, Yuxin
2
2022
Softmax policy gradient methods can take exponential time to converge. Zbl 1522.90263
Li, Gen; Wei, Yuting; Chi, Yuejie; Chen, Yuxin
2
2023
Tackling small eigen-gaps: fine-grained eigenvector estimation and inference under heteroscedastic noise. Zbl 1487.15024
Cheng, Chen; Wei, Yuting; Chen, Yuxin
2
2021
Channel capacity under sub-Nyquist nonuniform sampling. Zbl 1360.94234
Chen, Yuxin; Goldsmith, Andrea J.; Eldar, Yonina C.
1
2014
Online learning of energy consumption for navigation of electric vehicles. Zbl 07698057
Åkerblom, Niklas; Chen, Yuxin; Haghir Chehreghani, Morteza
1
2023
Learning mixtures of low-rank models. Zbl 1475.62182
Chen, Yanxi; Ma, Cong; Poor, H. Vincent; Chen, Yuxin
1
2021
Policy mirror descent for regularized reinforcement learning: a generalized framework with linear convergence. Zbl 07702810
Zhan, Wenhao; Cen, Shicong; Huang, Baihe; Chen, Yuxin; Lee, Jason D.; Chi, Yuejie
3
2023
Softmax policy gradient methods can take exponential time to converge. Zbl 1522.90263
Li, Gen; Wei, Yuting; Chi, Yuejie; Chen, Yuxin
2
2023
Online learning of energy consumption for navigation of electric vehicles. Zbl 07698057
Åkerblom, Niklas; Chen, Yuxin; Haghir Chehreghani, Morteza
1
2023
Fast global convergence of natural policy gradient methods with entropy regularization. Zbl 1500.90086
Cen, Shicong; Cheng, Chen; Chen, Yuxin; Wei, Yuting; Chi, Yuejie
5
2022
Sample complexity of asynchronous Q-learning: sharper analysis and variance reduction. Zbl 1489.90209
Li, Gen; Wei, Yuting; Chi, Yuejie; Gu, Yuantao; Chen, Yuxin
3
2022
Nonconvex low-rank tensor completion from noisy data. Zbl 1511.90330
Cai, Changxiao; Li, Gen; Poor, H. Vincent; Chen, Yuxin
2
2022
Spectral methods for data science: a statistical perspective. Zbl 1524.68267
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
7
2021
Subspace estimation from unbalanced and incomplete data matrices: \({\ell_{2,\infty}}\) statistical guarantees. Zbl 1471.62371
Cai, Changxiao; Li, Gen; Chi, Yuejie; Poor, H. Vincent; Chen, Yuxin
6
2021
Nonconvex matrix factorization from rank-one measurements. Zbl 1473.65050
Li, Yuanxin; Ma, Cong; Chen, Yuxin; Chi, Yuejie
5
2021
Asymmetry helps: eigenvalue and eigenvector analyses of asymmetrically perturbed low-rank matrices. Zbl 1461.62085
Chen, Yuxin; Cheng, Chen; Fan, Jianqing
4
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
Tackling small eigen-gaps: fine-grained eigenvector estimation and inference under heteroscedastic noise. Zbl 1487.15024
Cheng, Chen; Wei, Yuting; Chen, Yuxin
2
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
32
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
16
2020
Communication-efficient distributed optimization in networks with gradient tracking and variance reduction. Zbl 07307473
Li, Boyue; Cen, Shicong; Chen, Yuxin; Chi, Yuejie
8
2020
Nonconvex optimization meets low-rank matrix factorization: an overview. Zbl 07123429
Chi, Yuejie; Lu, Yue M.; Chen, Yuxin
53
2019
Gradient descent with random initialization: fast global convergence for nonconvex phase retrieval. Zbl 1415.90086
Chen, Yuxin; Chi, Yuejie; Fan, Jianqing; Ma, Cong
31
2019
The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square. Zbl 1431.62319
Sur, Pragya; Chen, Yuxin; Candès, Emmanuel J.
29
2019
Spectral method and regularized MLE are both optimal for top-\(K\) ranking. Zbl 1425.62038
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Wang, Kaizheng
26
2019
Inference and uncertainty quantification for noisy matrix completion. Zbl 1431.90117
Chen, Yuxin; Fan, Jianqing; Ma, Cong; Yan, Yuling
21
2019
Noise-induced tipping under periodic forcing: preferred tipping phase in a non-adiabatic forcing regime. Zbl 1412.34184
Chen, Yuxin; Gemmer, John A.; Silber, Mary; Volkening, Alexandria
6
2019
On the almost decrease of a subexponential density. Zbl 1458.60053
Jiang, Tao; Wang, Yuebao; Cui, Zhaolei; Chen, Yuxin
3
2019
The projected power method: an efficient algorithm for joint alignment from pairwise differences. Zbl 1480.90199
Chen, Yuxin; Candès, Emmanuel J.
24
2018
Solving random quadratic systems of equations is nearly as easy as solving linear systems. Zbl 1379.90024
Chen, Yuxin; Candès, Emmanuel J.
53
2017
Assessing the robustness of spatial pattern sequences in a dryland vegetation model. Zbl 1371.92136
Gowda, Karna; Chen, Yuxin; Iams, Sarah; Silber, Mary
27
2016
Accelerated dimension-independent adaptive metropolis. Zbl 1352.65029
Chen, Yuxin; Keyes, David; Law, Kody J. H.; Ltaief, Hatem
7
2016
Information recovery from pairwise measurements. Zbl 1359.94945
Chen, Yuxin; Suh, Changho; Goldsmith, Andrea J.
7
2016
Exact and stable covariance estimation from quadratic sampling via convex programming. Zbl 1359.62181
Chen, Yuxin; Chi, Yuejie; Goldsmith, Andrea J.
28
2015
Patterned vegetation, tipping points, and the rate of climate change. Zbl 1375.92078
Chen, Yuxin; Kolokolnikov, Theodore; Tzou, Justin; Gai, Chunyi
20
2015
Compressive two-dimensional harmonic retrieval via atomic norm minimization. Zbl 1394.94126
Chi, Yuejie; Chen, Yuxin
6
2015
Robust spectral compressed sensing via structured matrix completion. Zbl 1360.94064
Chen, Yuxin; Chi, Yuejie
31
2014
Channel capacity under sub-Nyquist nonuniform sampling. Zbl 1360.94234
Chen, Yuxin; Goldsmith, Andrea J.; Eldar, Yonina C.
1
2014
On the role of mobility for multimessage gossip. Zbl 1364.94815
Chen, Yuxin; Shakkottai, Sanjay; Andrews, Jeffrey G.
3
2013
Recursive least squares constant modulus algorithm for blind adaptive array. Zbl 1370.94090
Chen, Yuxin; Le-Ngoc, Tho; Champagne, Benoit; Xu, Changjiang
9
2004
all top 5

Cited by 686 Authors

16 Cai, Jian-Feng
14 Chen, Yuxin
13 Chi, Yuejie
11 Fan, Jianqing
8 Huang, Meng
7 Ma, Cong
7 Wei, Ke
6 Wang, Yang
5 Candès, Emmanuel J.
5 Kolokolnikov, Theodore
5 Ling, Shuyang
5 Xia, Dong
4 Cai, Tony Tony
4 Doelman, Arjen
4 Eigentler, Lukas
4 Fornasier, Massimo
4 Li, Dong
4 Li, Gen
4 Li, Song
4 Ma, Rong
4 Sherratt, Jonathan A.
4 Sur, Pragya
4 Wang, Kaizheng
3 Abbe, Emmanuel
3 Bahmani, Sohail
3 Bandeira, Afonso S.
3 Bendory, Tamir
3 Bi, Shujun
3 Davis, Damek Shea
3 Ding, Lijun
3 Drusvyatskiy, Dmitriy
3 Fannjiang, Albert C.
3 Gao, Chao
3 Huang, Hui
3 Khoo, Yuehaw
3 Kowalski, Dariusz R.
3 Krahmer, Felix
3 Kueng, Richard
3 Li, Huiping
3 Li, Ji
3 Li, Jingyang
3 Marzouk, Youssef M.
3 Mosteiro, Miguel A.
3 Pan, Shaohua
3 Pareschi, Lorenzo
3 Shi, Junping
3 So, Anthony Man-Cho
3 Sojoudi, Somayeh
3 Stöger, Dominik
3 Sun, Guiquan
3 Sun, Will Wei
3 Sünnen, Philippe
3 Venkataramanan, Ramji
3 Wang, Tianming
3 Wei, Yuting
3 Wen, Ruiping
3 Xia, Yu
3 Xu, Zhiqiang
3 Yan, Yuling
3 You, Juntao
3 Zhang, Anderson Y.
3 Zhang, Anru R.
3 Zhong, Yiqiao
2 Aujol, Jean-François
2 Cai, Changxiao
2 Carmon, Yair
2 Chao, Ying
2 Charisopoulos, Vasileios
2 Chen, Pengwen
2 Chen, Pinhan
2 Chen, Yudong
2 Chen, Yunxiao
2 Cheng, Guang
2 Choi, Jae Kyu
2 Claeskens, Gerda
2 Daneshmand, Amir
2 Day, Sarah L.
2 Duan, Jinqiao
2 Duchi, John C.
2 Edidin, Dan
2 Gai, Chunyi
2 Guo, Zijian
2 Guo, Zunguang
2 Hu, Zixi
2 Hur, YoonHaeng
2 Jin, Zhen
2 Josz, Cédric
2 Kühn, Christian
2 Lavaei, Javad
2 Law, Kody J. H.
2 Li, Hongzhe
2 Li, Jinglai
2 Li, Shuzhen
2 Li, Xiao
2 Li, Yuanxin
2 Liu, Gi-Ren
2 Lyu, Zhongyuan
2 Mao, Xiaojun
2 Melnyk, Oleh
2 Meron, Ehud
...and 586 more Authors
all top 5

Cited in 115 Serials

29 The Annals of Statistics
22 SIAM Journal on Optimization
16 Applied and Computational Harmonic Analysis
14 Journal of the American Statistical Association
13 Journal of Machine Learning Research (JMLR)
12 Mathematical Programming. Series A. Series B
11 SIAM Journal on Mathematics of Data Science
10 SIAM Journal on Imaging Sciences
8 Electronic Journal of Statistics
6 SIAM Journal on Matrix Analysis and Applications
6 Signal Processing
6 Foundations of Computational Mathematics
5 Inverse Problems
5 Physica D
5 SIAM Journal on Applied Dynamical Systems
5 Journal of Theoretical Biology
4 Multidimensional Systems and Signal Processing
4 SIAM Journal on Scientific Computing
4 The Journal of Fourier Analysis and Applications
3 Journal of Mathematical Biology
3 Bulletin of Mathematical Biology
3 Journal of Scientific Computing
3 Linear Algebra and its Applications
3 Inverse Problems and Imaging
3 The Annals of Applied Statistics
3 Statistics and Computing
2 Lithuanian Mathematical Journal
2 Nonlinearity
2 Applied Mathematics and Computation
2 Journal of Optimization Theory and Applications
2 Operations Research
2 Circuits, Systems, and Signal Processing
2 Machine Learning
2 SIAM Journal on Applied Mathematics
2 SIAM Review
2 Journal of Nonlinear Science
2 Computational Optimization and Applications
2 Mathematical Problems in Engineering
2 Journal of Inequalities and Applications
2 Chaos
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Optimization Letters
2 Mathematical Programming Computation
2 Information and Inference
2 SIAM/ASA Journal on Uncertainty Quantification
2 Annals of Applied Mathematics
2 Mathematical Statistics and Learning
1 Computers & Mathematics with Applications
1 Communications on Pure and Applied Mathematics
1 Journal of Computational Physics
1 Journal of the Franklin Institute
1 Journal of Mathematical Analysis and Applications
1 Physica A
1 Psychometrika
1 ZAMP. Zeitschrift für angewandte Mathematik und Physik
1 Mathematics of Computation
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Probability
1 Automatica
1 Information Sciences
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Journal of Computer and System Sciences
1 Journal of Econometrics
1 Journal of Multivariate Analysis
1 Mathematics of Operations Research
1 Metron
1 Results in Mathematics
1 SIAM Journal on Control and Optimization
1 SIAM Journal on Numerical Analysis
1 Statistica Neerlandica
1 Studies in Applied Mathematics
1 Optimization
1 Probability Theory and Related Fields
1 Journal of Complexity
1 Constructive Approximation
1 Statistical Science
1 European Journal of Applied Mathematics
1 International Journal of Adaptive Control and Signal Processing
1 The Annals of Applied Probability
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 Journal on Mathematical Analysis
1 Computational Statistics and Data Analysis
1 ETNA. Electronic Transactions on Numerical Analysis
1 Statistica Sinica
1 Advances in Computational Mathematics
1 Bernoulli
1 Nonlinear Dynamics
1 Optimization Methods & Software
1 Communications in Nonlinear Science and Numerical Simulation
1 Discrete and Continuous Dynamical Systems. Series B
1 Journal of the Australian Mathematical Society
1 Acta Mathematica Scientia. Series B. (English Edition)
1 Analysis and Applications (Singapore)
1 Acta Numerica
1 Journal of Statistical Mechanics: Theory and Experiment
1 Journal of Physics A: Mathematical and Theoretical
...and 15 more Serials

Citations by Year