Wen-Xin Zhou
TitleCited byYear
A max-norm constrained minimization approach to 1-bit matrix completion
T Cai, WX Zhou
The Journal of Machine Learning Research 14 (1), 3619-3647, 2013
872013
Matrix completion via max-norm constrained optimization
TT Cai, WX Zhou
Electronic Journal of Statistics 10 (1), 1493-1525, 2016
732016
Adaptive Huber regression
Q Sun, W Zhou, J Fan
arXiv preprint arXiv:1706.06991, 2017
35*2017
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
Wiley StatsRef: Statistics Reference Online, 1-13, 2018
25*2018
FarmTest: Factor-adjusted robust multiple testing with approximate false discovery control
J Fan, Y Ke, Q Sun, WX Zhou
arXiv preprint arXiv:1711.05386, 2017
232017
A new perspective on robust M-estimation: Finite sample theory and applications to dependence-adjusted multiple testing
WX Zhou, K Bose, J Fan, H Liu
The Annals of Statistics 46 (5), 1904--1931, 2018
222018
Nonparametric covariate-adjusted regression
A Delaigle, P Hall, WX Zhou
The Annals of Statistics 44 (5), 2190-2220, 2016
222016
Are discoveries spurious? Distributions of maximum spurious correlations and their applications
J Fan, QM Shao, WX Zhou
The Annals of Statistics 46 (3), 989-1017, 2018
192018
Cramér type moderate deviation theorems for self-normalized processes
QM Shao, WX Zhou
Bernoulli 22 (4), 2029-2079, 2016
182016
Comparing large covariance matrices under weak conditions on the dependence structure and its application to gene clustering
J Chang, W Zhou, WX Zhou, L Wang
Biometrics 73 (1), 31-41, 2017
162017
Simulation‐based hypothesis testing of high dimensional means under covariance heterogeneity
J Chang, C Zheng, WX Zhou, W Zhou
Biometrics 73 (4), 1300-1310, 2017
152017
Necessary and sufficient conditions for the asymptotic distributions of coherence of ultra-high dimensional random matrices
QM Shao, WX Zhou
The Annals of Probability 42 (2), 623-648, 2014
152014
Max-norm optimization for robust matrix recovery
EX Fang, H Liu, KC Toh, WX Zhou
Mathematical Programming 167 (1), 5-35, 2018
122018
Guarding against spurious discoveries in high dimensions
J Fan, WX Zhou
The Journal of Machine Learning Research 17 (1), 7123-7156, 2016
92016
Nonparametric and parametric estimators of prevalence from group testing data with aggregated covariates
A Delaigle, WX Zhou
Journal of the American Statistical Association 110 (512), 1785-1796, 2015
92015
Cramér-type moderate deviations for Studentized two-sample -statistics with applications
J Chang, QM Shao, WX Zhou
The Annals of Statistics 44 (5), 2190-2220, 2016
82016
User-friendly covariance estimation for heavy-tailed distributions
Y Ke, S Minsker, Z Ren, Q Sun, WX Zhou
Statistical Science 34 (3), 454-471, 2019
62019
On Gaussian comparison inequality and its application to spectral analysis of large random matrices
F Han, S Xu, WX Zhou
Bernoulli 24 (3), 1787-1833, 2018
62018
Robust inference via multiplier bootstrap
X Chen, WX Zhou
arXiv preprint arXiv:1903.07208, 2019
42019
A new principle for tuning-free Huber regression
L Wang, C Zheng, W Zhou, WX Zhou
Preprint, 2018
4*2018
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Articles 1–20