Stability Analysis for a Class of Sparse Optimization Problems

Jialiang Xu, Yun-Bin Zhao

The sparse optimization problems arise in many areas of science and engineering, such as compressed sensing, image processing, statistical and machine learning. The ${\ell }_0$-mini…