Linear convergence with Polyak-Łojasiewicz: Mechanical proof

This lecture covers the concept of linear convergence with the Polyak-Łojasiewicz condition on a Riemannian manifold, providing a mechanical proof. It introduces the assumption and conditions required for linear convergence, along with the necessary decrease and Polyak-Łojasiewicz conditions.