Deep Linear Networks for Matrix Completion -- An Infinite Depth Limit

Nadav Cohen, Govind Menon, Zsolt Veraszto

The deep linear network (DLN) is a model for implicit regularization in gradient based optimization of overparametrized learning architectures. Training the DLN corresponds to a Ri…