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

Computational Statistics and Data Analysis - Tập 152 - Trang 107047 - 2020
Xin Li1,2, Dongya Wu3, Chong Li2, Jinhua Wang4, Jen-Chih Yao5
1School of Mathematics, Northwest University, Xi’an, 710069, P. R. China
2School of Mathematical Sciences, Zhejiang University, Hangzhou, 310027, P. R. China
3School of Information Science and Technology, Northwest University, Xi’an, 710069, P. R. China
4Department of Mathematics, Hangzhou Normal University, Hangzhou 310032, P. R. China
5Center for General Education, China Medical University, Taichung 404, Taiwan