Generalised Lipschitz Regularisation Equals Distributional Robustness

          Zac Cranko * 1 Zhan Shi * 2 Xinhua Zhang 2 Richard Nock 3 Simon Kornblith 3

             Abstract                  In order to make this notion of distrust concrete, we intro-
                                   duce some mathematical notation. The set of Borel prob-
   The problem of adversarial examples has high-          ability measures on an outcome space  is P(). A loss
   lighted the need for a theory of re ...