Parallel-in-iteration optimization using multigrid reduction-in-time

G. H. M. Araújo, O. A. Krzysik, H. De Sterck

Standard gradient-based iteration algorithms for optimization, such as gradient descent and its various proximal-based extensions to nonsmooth problems, are known to converge slowl…