Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods

We consider a class of nonsmooth optimization problems over the Stiefel manifold, in which the objective function is weakly convex in the ambient Euclidean space. Such problems are ubiquitous in en...