Xin Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Nelder Mead Simplex

High Dimensional

Optimization Method

Linear Regression

Top Venues

J. Glob. Optim.

Comput. Stat. Data Anal.

Publications

Xin Li, Dongya Wu
Low-rank matrix estimation via nonconvex optimization methods in multi-response errors-in-variables regression. J. Glob. Optim. 88 (1) (2024)
Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang
Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression. J. Glob. Optim. 85 (2) (2023)
Xin Li, Dongya Wu
Minimax Rates of ℓp-Losses for High-Dimensional Linear Errors-in-Variables Models over ℓq-Balls. Entropy 23 (6) (2021)
Xin Li, Dongya Wu, Chong Li, Jinhua Wang, Jen-Chih Yao
Sparse recovery via nonconvex regularized M-estimators over ℓq-balls. Comput. Stat. Data Anal. 152 (2020)
Xin Li, Dongya Wu, Yue Cui, Bing Liu, Henrik Walter, Gunter Schumann, Chong Li, Tianzi Jiang
Reliable heritability estimation using sparse regularization in ultrahigh dimensional genome-wide association studies. BMC Bioinform. 20 (1) (2019)
Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang
optimization method in high-dimensional linear regression. CoRR (2019)