Vilucchio, Matteo

3 publications

TMLR 2026 On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe

AISTATS 2025 A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs Kasimir Tanner, Matteo Vilucchio, Bruno Loureiro, Florent Krzakala

AISTATS 2024 Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala