Exact Spectral Norm Regularization for Neural Networks

Anton Johansson, Claes Strannegård, Niklas Engsner +1

We pursue a line of research that seeks to regularize the spectral norm of the Jacobian of the input-output mapping for deep neural networks. While previous work rely on upper boun…