Function Norms and Regularization in Deep Networks

Amal Rannen Triki, Maxim Berman, Matthew B. Blaschko

Deep neural networks (DNNs) have become increasingly important due to their excellent empirical performance on a wide range of problems. However, regularization is generally achiev…