Wen-Xin Zhou

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Estimation of tensor factor model by iterative least squares.
J. Multivar. Anal.
Yong He, Yujie Hou, Yalin Wang, Wen-Xin Zhou
2026 J jnl
SGD with Dependent Data: Optimal Estimation, Regret, and Inference.
CoRR
Yinan Shen, Yichen Zhang, Wen-Xin Zhou
2025 J jnl
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors.
J. Mach. Learn. Res.
Gaoyu Wu, Jelena Bradic, Kean Ming Tan, Wen-Xin Zhou
2025 J jnl
On Inference for the Support Vector Machine.
J. Mach. Learn. Res.
Jakub Rybak, Heather Battey, Wen-Xin Zhou
2025 J jnl
Online Quantile Regression.
J. Mach. Learn. Res.
Yinan Shen, Dong Xia, Wen-Xin Zhou
2025 J jnl
Private Optimal Inventory Policy Learning for Feature-Based Newsvendor with Unknown Demand.
Manag. Sci.
Tuoyi Zhao, Wen-Xin Zhou, Lan Wang
2024 J jnl
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.
J. Comput. Graph. Stat.
Rebeka Man, Xiaoou Pan, Kean Ming Tan, Wen-Xin Zhou
2024 J jnl
Online Quantile Regression.
CoRR
Yinan Shen, Dong Xia, Wen-Xin Zhou
2024 J jnl
Private Optimal Inventory Policy Learning for Feature-based Newsvendor with Unknown Demand.
CoRR
Tuoyi Zhao, Wen-Xin Zhou, Lan Wang
2022 J jnl
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.
J. Mach. Learn. Res.
Kean Ming Tan, Heather Battey, Wen-Xin Zhou
2022 J jnl
Distributed adaptive Huber regression.
Comput. Stat. Data Anal.
Jiyu Luo, Qiang Sun, Wen-Xin Zhou
2020 J jnl
FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing.
R J.
Koushiki Bose, Jianqing Fan, Yuan Ke, Xiaoou Pan, Wen-Xin Zhou
2018 J jnl
Max-norm optimization for robust matrix recovery.
Math. Program.
Ethan X. Fang, Han Liu, Kim-Chuan Toh, Wen-Xin Zhou
2016 J jnl
Guarding against Spurious Discoveries in High Dimensions.
J. Mach. Learn. Res.
Jianqing Fan, Wen-Xin Zhou
2013 J jnl
A max-norm constrained minimization approach to 1-bit matrix completion.
J. Mach. Learn. Res.
T. Tony Cai, Wen-Xin Zhou