Regularisation of Neural Networks by Enforcing Lipschitz Continuity

1 code implementation • 12 Apr 2018 • Henry Gouk, Eibe Frank, Bernhard Pfahringer, Michael J. Cree

We investigate the effect of explicitly enforcing the Lipschitz continuity of neural networks with respect to their inputs.