On adversarial robustness and the use of Wasserstein ascent-descent dynamics to enforce it

Camilo Garcia Trillos, Nicolas Garcia Trillos

We propose iterative algorithms to solve adversarial problems in a variety of supervised learning settings of interest. Our algorithms, which can be interpreted as suitable ascent-…