An efficient sieving based secant method for sparse optimization problems with least-squares constraints

Qian Li, Defeng Sun, Yancheng Yuan

In this paper, we propose an efficient sieving based secant method to address the computational challenges of solving sparse optimization problems with least-squares constraints. A…