Comparative Analysis of Interval Reachability for Robust Implicit and Feedforward Neural Networks

Alexander Davydov, Saber Jafarpour, Matthew Abate +2

We use interval reachability analysis to obtain robustness guarantees for implicit neural networks (INNs). INNs are a class of implicit learning models that use implicit equations…