Xin Li

According to our database, Xin Li authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

Sparse estimation in high-dimensional linear errors-in-variables regression via a covariate relaxation method.

Xin Li, Dongya Wu

Stat. Comput., February, 2024

Low-rank matrix estimation via nonconvex optimization methods in multi-response errors-in-variables regression.

Xin Li, Dongya Wu

J. Glob. Optim., January, 2024

2023

Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression.

Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang

J. Glob. Optim., February, 2023

2021

Minimax Rates of ℓp-Losses for High-Dimensional Linear Errors-in-Variables Models over ℓq-Balls.

Xin Li, Dongya Wu

Entropy, 2021

2020

Sparse recovery via nonconvex regularized M-estimators over ℓq-balls.

Xin Li, Dongya Wu, Chong Li, Jinhua Wang, Jen-Chih Yao

Comput. Stat. Data Anal., 2020

2019

Sparse estimation via 𝓁_q optimization method in high-dimensional linear regression.

Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang

CoRR, 2019

Reliable heritability estimation using sparse regularization in ultrahigh dimensional genome-wide association studies.

Xin Li, Dongya Wu, Yue Cui, Bing Liu, Henrik Walter, Gunter Schumann, Chong Li, Tianzi Jiang

BMC Bioinform., 2019

Prediction of Behavioral Traits via Anatomical Connectivity Fingerprint.

Dongya Wu, Xin Li

Proceedings of the 2019 9th International Conference on Biomedical Engineering and Technology, 2019