Escaping From Saddle Points Using Asynchronous Coordinate Gradient Descent

Marco Bornstein, Jin-Peng Liu, Jingling Li +1

Large-scale non-convex optimization problems are expensive to solve due to computational and memory costs. To reduce the costs, first-order (computationally efficient) and asynchro…