Restart FISTA with Global Linear Convergence

Teodoro Alamo, Pablo Krupa, Daniel Limon

Fast Iterative Shrinking-Threshold Algorithm (FISTA) is a popular fast gradient descent method (FGM) in the field of large scale convex optimization problems. However, it can exhib…