Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems

Yaohua Hu, Chong Li, Kaiwen Meng +1

The ${\ell }_p$ regularization problem with $0<p<1$ has been widely studied for finding sparse solutions of linear inverse problems and gained successful applications in various mat…