Sicuro, Gabriele

4 publications

NeurIPS 2023 Classification of Heavy-Tailed Features in High Dimensions: A Superstatistical Approach Urte Adomaityte, Gabriele Sicuro, Pierpaolo Vivo

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

ICML 2022 Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension Bruno Loureiro, Cedric Gerbelot, Maria Refinetti, Gabriele Sicuro, Florent Krzakala

NeurIPS 2021 Learning Gaussian Mixtures with Generalized Linear Models: Precise Asymptotics in High-Dimensions Bruno Loureiro, Gabriele Sicuro, Cedric Gerbelot, Alessandro Pacco, Florent Krzakala, Lenka Zdeborová