Convergence analysis of the Riemannian proximal gradient method with inexact oracle

Chao Huang, Xiyuan Xie, Anna Qi +2

We extend the notion of an inexact first-order oracle from the Euclidean setting to Riemannian optimization, and conduct a convergence analysis for the Riemannian proximal gradient…