Nearly optimal first-order methods for convex optimization under gradient norm measure: An adaptive regularization approach

Masaru Ito, Mituhiro Fukuda

In the development of first-order methods for smooth (resp., composite) convex optimization problems, where smooth functions with Lipschitz continuous gradients are minimized, the…