An inexact augmented Lagrangian method for nonsmooth optimization on Riemannian manifold

Deng Kangkang, Peng Zheng

We consider a nonsmooth optimization problem on Riemannian manifold, whose objective function is the sum of a differentiable component and a nonsmooth convex function. We propose a…