Defilippis, Leonardo

5 publications

AISTATS 2025 Fundamental Computational Limits of Weak Learnability in High-Dimensional Multi-Index Models Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborova, Bruno Loureiro, Florent Krzakala

NeurIPS 2025 Optimal Spectral Transitions in High-Dimensional Multi-Index Models Leonardo Defilippis, Yatin Dandi, Pierre Mergny, Florent Krzakala, Bruno Loureiro

NeurIPS 2024 Dimension-Free Deterministic Equivalents and Scaling Laws for Random Feature Regression Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz

ICMLW 2024 Fundamental Limits of Weak Learnability in High-Dimensional Multi-Index Models Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborova, Bruno Loureiro, Florent Krzakala

NeurIPSW 2023 High-Dimensional Robust Regression Under Heavy-Tailed Data: Asymptotics and Universality Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro, Gabriele Sicuro