Leonardo Defilippis

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 3

Top Topics

Dimensionality Reduction

Invariant Features

Regression Methods

Fundamental Limits

Top Venues

Publications

Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz
Dimension-free deterministic equivalents for random feature regression. CoRR (2024)
Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala
Fundamental limits of weak learnability in high-dimensional multi-index models. CoRR (2024)
Urte Adomaityte, Leonardo Defilippis, Bruno Loureiro, Gabriele Sicuro
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality. CoRR (2023)