The convergence guarantee of the iterative thresholding algorithm with suboptimal feedbacks for large systems

Zhanjie Song, Shidong Li, Ningning Han

Thresholding based iterative algorithms have the trade-off between effectiveness and optimality. Some are effective but involving sub-matrix inversions in every step of iterations.…