Erba, Vittorio

4 publications

ICLR 2026 Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime Leonardo Defilippis, Yizhou Xu, Julius Girardin, Vittorio Erba, Emanuele Troiani, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala

NeurIPS 2025 Bayes Optimal Learning of Attention-Indexed Models Fabrizio Boncoraglio, Emanuele Troiani, Vittorio Erba, Lenka Zdeborova

NeurIPS 2025 The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks Vittorio Erba, Emanuele Troiani, Lenka Zdeborova, Florent Krzakala

AISTATS 2024 Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala