An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification

Nicolas Garcia Trillos, Matt Jacobs, Jakwang Kim +1

Despite the success of deep learning-based algorithms, it is widely known that neural networks may fail to be robust. A popular paradigm to enforce robustness is adversarial traini…