Gradient Descent Converges to Minimizers

Jason D. Lee, Max Simchowitz, Michael I. Jordan +1

We show that gradient descent converges to a local minimizer, almost surely with random initialization. This is proved by applying the Stable Manifold Theorem from dynamical system…