Linear Convergence of ISTA and FISTA

Bowen Li, Bin Shi, Ya-xiang Yuan

In this paper, we revisit the class of iterative shrinkage-thresholding algorithms (ISTA) for solving the linear inverse problem with sparse representation, which arises in signal…