1 code implementation • 6 May 2020 • Patricia Pauli, Anne Koch, Julian Berberich, Paul Kohler, Frank Allgöwer
More specifically, we design an optimization scheme based on the Alternating Direction Method of Multipliers that minimizes not only the training loss of an NN but also its Lipschitz constant resulting in a semidefinite programming based training procedure that promotes robustness.
