Accelerated Bregman Proximal Gradient Methods from Dual Geometric Perspectives

Yuya Yamashita, Shota Takahashi, Akiko Takeda

We study Bregman proximal gradient (BPG) algorithms under relative smoothness for convex, relatively strongly convex, and nonconvex objectives. Existing accelerated BPG algorithms…