Variance Dichotomy in Feature Spaces of Facial Recognition Systems is a Weak Defense against Simple Weight Manipulation Attacks. - Matthew Bowditch; Mike Paterson; Matthias Englert; Ranko Lazic 001 (Trans. Mach. Learn. Res., 2025)

Benignity of loss landscape with weight decay requires both large overparametrization and initialization. - Etienne Boursier; Matthew Bowditch; Matthias Englert; Ranko Lazic 001 (CoRR, 2025)