Matteo Vilucchio

PhD student, EPFL - EPF Lausanne

Joined

May 2021

Names

Matteo Vilucchio (Preferred)

Emails

****@ens.psl.eu (Confirmed)

,

****@epfl.ch (Confirmed)

Personal Links

Career & Education History

PhD student

EPFL - EPF Lausanne (epfl.ch)

2022 – Present

MS student

Ecole Normale Superieure (ens.psl.eu)

2020 – 2022

Undergrad student

University of Pisa (unipi.it)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Florent Krzakala

2022 – Present

Expertise

No areas of expertise listed

Publications

On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds
Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe
- Accepted by TMLR
- Readers: Everyone
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds
Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe
- Submitted to ICML 2025
- Readers: Everyone
A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs
Kasimir Tanner, Matteo Vilucchio, Bruno Loureiro, Florent Krzakala
- AISTATS 2025 Poster
- Readers: Everyone
Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers
Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala
- AISTATS 2024
- Readers: Everyone
On the Geometry of Regularization in Adversarial Training: High-Dimensional Asymptotics and Generalization Bounds
Matteo Vilucchio, Nikolaos Tsilivis, Bruno Loureiro, Julia Kempe
- CoRR 2024
- Readers: Everyone
A High Dimensional Model for Adversarial Training: Geometry and Trade-Offs
Kasimir Tanner, Matteo Vilucchio, Bruno Loureiro, Florent Krzakala
- CoRR 2024
- Readers: Everyone
Genealogical Population-Based Training for Hyperparameter Optimization
Antoine Scardigli, Paul Fournier, Matteo Vilucchio, David Naccache
- Published: 01 Jan 2021, Last Modified: 16 May 2023
- CoRR 2021
- Readers: Everyone

Co-Authors