Deep Learning with Nonsmooth Objectives

Vinesha Peiris, Nadezda Sukhorukova, Vera Roshchina

We explore the potential for using a nonsmooth loss function based on the max-norm in the training of an artificial neural network. We hypothesise that this may lead to superior cl…