Numerically Recovering the Critical Points of a Deep Linear Autoencoder

Charles G. Frye, Neha S. Wadia, Michael R. DeWeese +1

Numerically locating the critical points of non-convex surfaces is a long-standing problem central to many fields. Recently, the loss surfaces of deep neural networks have been exp…