When a Flatness Proxy Is Not a Function: Robustness Certificates and Training Interventions

Vicente Opazo, Jose Calatayud-Mateu, Cristobal Rojas +1

A valid curvature upper bound need not justify either a robustness certificate or an intervention on an intrinsic predictor property. We demonstrate this distinction for a last-lay…