Wen-Xin Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Topics

High Dimensions

Expected Profit

Quantile Regression

Inventory Policy

Top Venues

J. Mach. Learn. Res.

J. Comput. Graph. Stat.

Publications

Tuoyi Zhao, Wen-Xin Zhou, Lan Wang
Private Optimal Inventory Policy Learning for Feature-based Newsvendor with Unknown Demand. CoRR (2024)
Rebeka Man, Xiaoou Pan, Kean Ming Tan, Wen-Xin Zhou
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression. J. Comput. Graph. Stat. 33 (2) (2024)
Yinan Shen, Dong Xia, Wen-Xin Zhou
Online Quantile Regression. CoRR (2024)
Kean Ming Tan, Heather Battey, Wen-Xin Zhou
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees. J. Mach. Learn. Res. 23 (2022)
Jiyu Luo, Qiang Sun, Wen-Xin Zhou
Distributed adaptive Huber regression. Comput. Stat. Data Anal. 169 (2022)
Koushiki Bose, Jianqing Fan, Yuan Ke, Xiaoou Pan, Wen-Xin Zhou
FarmTest: An R Package for Factor-Adjusted Robust Multiple Testing. R J. 12 (2) (2020)
Ethan X. Fang, Han Liu, Kim-Chuan Toh, Wen-Xin Zhou
Max-norm optimization for robust matrix recovery. Math. Program. 167 (1) (2018)
Jianqing Fan, Wen-Xin Zhou
Guarding against Spurious Discoveries in High Dimensions. J. Mach. Learn. Res. 17 (2016)
Tony Cai, Wen-Xin Zhou
A max-norm constrained minimization approach to 1-bit matrix completion. J. Mach. Learn. Res. 14 (1) (2013)