Nonsmooth Riemannian optimization with inexact manifold primitives via bundle methods

Mateo Díaz, Benjamin Grimmer, Ian McPherson

Optimization on Hadamard manifolds -- the natural Riemannian setting for globally geodesically convex problems -- relies on exponential maps to retract tangent vectors and parallel…