Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties

David Martínez-Rubio, Sebastian Pokutta

We propose a globally-accelerated, first-order method for the optimization of smooth and (strongly or not) geodesically-convex functions in a wide class of Hadamard manifolds. We a…