Inexact FPPA for the ${\ell }_0$ Sparse Regularization Problem

Ronglong Fang, Yuesheng Xu, Mingsong Yan

We study inexact fixed-point proximity algorithms for solving a class of sparse regularization problems involving the ${\ell }_0$ norm. Specifically, the ${\ell }_0$ model has an objecti…