Accelerated Algorithms for Convex and Non-Convex Optimization on Manifolds

Lizhen Lin, Bayan Saparbayeva, Michael Minyi Zhang +1

We propose a general scheme for solving convex and non-convex optimization problems on manifolds. The central idea is that, by adding a multiple of the squared retraction distance…