no code implementations • 27 Sep 2018 • Alberto Bietti*, Grégoire Mialon*, Julien Mairal
In this work, we study the connection between regularization and robustness of deep neural networks by viewing them as elements of a reproducing kernel Hilbert space (RKHS) of functions and by regularizing them using the RKHS norm.
