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Ziwei Zhu
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Cited by
Year
Distributed testing and estimation under sparse high dimensional models
H Battey, J Fan, H Liu, J Lu, Z Zhu
Annals of statistics 46 (3), 1352, 2018
186*2018
Distributed estimation of principal eigenspaces
J Fan, D Wang, K Wang, Z Zhu
Annals of statistics 47 (6), 3009, 2019
1192019
A shrinkage principle for heavy-tailed data: High-dimensional robust low-rank matrix recovery
J Fan, W Wang, Z Zhu
Annals of statistics 49 (3), 1239, 2021
62*2021
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
arXiv preprint arXiv:1801.01602, 2018
582018
Generalized high-dimensional trace regression via nuclear norm regularization
J Fan, W Gong, Z Zhu
Journal of econometrics 212 (1), 177-202, 2019
352019
Robust high dimensional factor models with applications to statistical machine learning
J Fan, K Wang, Y Zhong, Z Zhu
Statistical science: a review journal of the Institute of Mathematical …, 2021
312021
High-dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
arXiv preprint arXiv:1906.12125, 2019
302019
Taming heavy-tailed features by shrinkage
Z Zhu, W Zhou
International Conference on Artificial Intelligence and Statistics, 3268-3276, 2021
11*2021
Learning Markov models via low-rank optimization
Z Zhu, X Li, M Wang, A Zhang
Operations Research, 2021
92021
Heterogeneity adjustment with applications to graphical model inference
J Fan, H Liu, W Wang, Z Zhu
Electronic journal of statistics 12 (2), 3908, 2018
92018
Best subset selection is robust against design dependence
Y Guo, Z Zhu, J Fan
arXiv preprint arXiv:2007.01478, 2020
7*2020
On the early solution path of best subset selection
Z Zhu, S Wu
arXiv preprint arXiv:2107.06939, 2021
22021
Modern Data Modeling: Cross-Fertilization of the Two Cultures
J Fan, C Ma, K Wang, Z Zhu
Observational Studies 7 (1), 65-76, 2021
22021
Rank-Constrained Least-Squares: Prediction and Inference
M Law, Y Ritov, R Zhang, Z Zhu
arXiv preprint arXiv:2111.14287, 2021
12021
High-dimensional variable selection with heterogeneous signals: A precise asymptotic perspective
S Roy, A Tewari, Z Zhu
arXiv preprint arXiv:2201.01508, 2022
2022
Supervised Homogeneity Fusion: a Combinatorial Approach
W Wang, S Wu, Z Zhu, L Zhou, PXK Song
arXiv preprint arXiv:2201.01036, 2022
2022
High-dimensional inference via hybrid orthogonalization
Y Li, Z Zheng, J Zhou, Z Zhu
arXiv preprint arXiv:2111.13391, 2021
2021
Volatility prediction comparison via robust volatility proxies: An empirical deviation perspective
W Wang, R An, Z Zhu
arXiv preprint arXiv:2110.01189, 2021
2021
Distributed and Robust Statistical Learning
Z Zhu
Princeton, NJ: Princeton University, 2018
2018
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Articles 1–19