Improving the robustness of neural ODEs with minimal weight perturbation

Arturo De Marinis, Nicola Guglielmi, Stefano Sicilia +1

We propose a method to enhance the stability of a neural ordinary differential equation (neural ODE) by reducing the maximum error growth subsequent to a perturbation of the initia…