Recent Advances in Non-convex Smoothness Conditions and Applicability to Deep Linear Neural Networks

Vivak Patel, Christian Varner

The presence of non-convexity in smooth optimization problems arising from deep learning have sparked new smoothness conditions in the literature and corresponding convergence anal…