Leonardo Defilippis

According to our database, Leonardo Defilippis authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Optimal Spectral Transitions in High-Dimensional Multi-Index Models.

Leonardo Defilippis, Yatin Dandi, Pierre Mergny, Florent Krzakala, Bruno Loureiro

CoRR, February, 2025

2024

Dimension-free deterministic equivalents for random feature regression.

Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz

CoRR, 2024

Fundamental limits of weak learnability in high-dimensional multi-index models.

Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala

CoRR, 2024

Dimension-free deterministic equivalents and scaling laws for random feature regression.

Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality.

Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro, Gabriele Sicuro

CoRR, 2023