Curvature-Dependant Global Convergence Rates for Optimization on Manifolds of Bounded Geometry

Mario Lezcano-Casado

We give curvature-dependant convergence rates for the optimization of weakly convex functions defined on a manifold of 1-bounded geometry via Riemannian gradient descent and via th…