Noisy Learning for Neural ODEs Acts as a Robustness Locus Widening

Martin Gonzalez, Hatem Hajri, Loic Cantat +1

We investigate the problems and challenges of evaluating the robustness of Differential Equation-based (DE) networks against synthetic distribution shifts. We propose a novel and s…