Ziwei Zhu
Ziwei Zhu
Department of Statistics, University of Michigan, Ann Arbor
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα umich.edu
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
146*2018
Distributed estimation of principal eigenspaces
J Fan, D Wang, K Wang, Z Zhu
Annals of statistics 47 (6), 3009, 2019
892019
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
46*2021
Principal component analysis for big data
J Fan, Q Sun, WX Zhou, Z Zhu
Wiley StatsRef: Statistics Reference Online, 1-13, 2014
462014
Generalized high-dimensional trace regression via nuclear norm regularization
J Fan, W Gong, Z Zhu
Journal of econometrics 212 (1), 177-202, 2019
262019
High-dimensional principal component analysis with heterogeneous missingness
Z Zhu, T Wang, RJ Samworth
arXiv preprint arXiv:1906.12125, 2019
242019
Robust high-dimensional factor models with applications to statistical machine learning
J Fan, K Wang, Y Zhong, Z Zhu
Statistical Science 36 (2), 303-327, 2021
192021
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
Taming heavy-tailed features by shrinkage
Z Zhu, W Zhou
International Conference on Artificial Intelligence and Statistics, 3268-3276, 2021
4*2021
Best subset selection is robust against design dependence
Y Guo, Z Zhu, J Fan
arXiv e-prints, arXiv: 2007.01478, 2020
42020
Learning Markov models via low-rank optimization
Z Zhu, X Li, M Wang, A Zhang
arXiv preprint arXiv:1907.00113, 2019
32019
Modern Data Modeling: Cross-Fertilization of the Two Cultures
J Fan, C Ma, K Wang, Z Zhu
Observational Studies 7 (1), 65-76, 2021
12021
Volatility prediction comparison via robust volatility proxies: An empirical deviation perspective
W Wang, R An, Z Zhu
arXiv preprint arXiv:2110.01189, 2021
2021
On the early solution path of best subset selection
Z Zhu, S Wu
arXiv preprint arXiv:2107.06939, 2021
2021
Distributed and Robust Statistical Learning
Z Zhu
Princeton, NJ: Princeton University, 2018
2018
Distributed estimation of principal eigenspaces Open Website
J Fan, D Wang, K Wang, Z Zhu
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