3ECE, New York University, NY, USA; 1Foxstream, Vaulx-en-Velin, France; 2Miles Team, LAMSADE, Université Paris-Dauphine, PSL University, Paris, France; 4ESPCI PSL, Paris, France
Blaise Delattre, Alexandre Araujo, Quentin Barthélemy, Alexandre Allauzen
Lipschitz;randomized smoothing;margin;variance;deep learning
The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing