Wen-Xin Zhou

According to our database, Wen-Xin Zhou authored at least 13 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SGD with Dependent Data: Optimal Estimation, Regret, and Inference.

Yinan Shen, Yichen Zhang, Wen-Xin Zhou

CoRR, January, 2026

Estimation of tensor factor model by iterative least squares.

Yong He, Yujie Hou, Yalin Wang, Wen-Xin Zhou

J. Multivar. Anal., 2026

2025

Private Optimal Inventory Policy Learning for Feature-Based Newsvendor with Unknown Demand.

Tuoyi Zhao, Wen-Xin Zhou, Lan Wang

Manag. Sci., 2025

Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors.

Gaoyu Wu, Jelena Bradic, Kean Ming Tan, Wen-Xin Zhou

J. Mach. Learn. Res., 2025

Online Quantile Regression.

Yinan Shen, Dong Xia, Wen-Xin Zhou

J. Mach. Learn. Res., 2025

On Inference for the Support Vector Machine.

Jakub Rybak, Heather Battey, Wen-Xin Zhou

J. Mach. Learn. Res., 2025

2024

A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.

Rebeka Man, Xiaoou Pan, Kean Ming Tan, Wen-Xin Zhou

J. Comput. Graph. Stat., 2024

2022

Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees.

Kean Ming Tan, Heather Battey, Wen-Xin Zhou

J. Mach. Learn. Res., 2022

Distributed adaptive Huber regression.

Jiyu Luo, Qiang Sun, Wen-Xin Zhou

Comput. Stat. Data Anal., 2022

2020

FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing.

Koushiki Bose, Jianqing Fan, Yuan Ke, Xiaoou Pan, Wen-Xin Zhou

R J., 2020

2018

Max-norm optimization for robust matrix recovery.

Ethan X. Fang, Han Liu, Kim-Chuan Toh, Wen-Xin Zhou

Math. Program., 2018

2016

Guarding against Spurious Discoveries in High Dimensions.

Jianqing Fan, Wen-Xin Zhou

J. Mach. Learn. Res., 2016

2013

A max-norm constrained minimization approach to 1-bit matrix completion.

T. Tony Cai, Wen-Xin Zhou

J. Mach. Learn. Res., 2013