Vittorio Erba - RankMe

16 papers A 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A solvable high-dimensional model where nonlinear autoencoders learn structure invisible to PCA while test loss misaligns with generalization. CoRR Vicente Conde Mendes, Lorenzo Bardone, Cédric Koller, Jorge Medina Moreira, Vittorio Erba, Emanuele Troiani, Lenka Zdeborová
2025	J	`jnl`	Bayes optimal learning of attention-indexed models. CoRR Fabrizio Boncoraglio, Emanuele Troiani, Vittorio Erba, Lenka Zdeborová
2025	J	`jnl`	Inductive Bias and Spectral Properties of Single-Head Attention in High Dimensions. CoRR Fabrizio Boncoraglio, Vittorio Erba, Emanuele Troiani, Florent Krzakala, Lenka Zdeborová
2025	J	`jnl`	Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime. CoRR Leonardo Defilippis, Yizhou Xu, Julius Girardin, Emanuele Troiani, Vittorio Erba, Lenka Zdeborová, Bruno Loureiro, Florent Krzakala
2025	J	`jnl`	The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks. CoRR Vittorio Erba, Emanuele Troiani, Lenka Zdeborová, Florent Krzakala
2025	J	`jnl`	The maximum-average subtensor problem: equilibrium and out-of-equilibrium properties. CoRR Vittorio Erba, Nathan Malo Kupferschmid, Rodrigo Pérez, Lenka Zdeborová
2024	A	`conf`	Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers. AISTATS Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala
2024	J	`jnl`	Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens. CoRR Vittorio Erba, Emanuele Troiani, Luca Biggio, Antoine Maillard, Lenka Zdeborová
2023	J	`jnl`	Asymptotic Characterisation of Robust Empirical Risk Minimisation Performance in the Presence of Outliers. CoRR Matteo Vilucchio, Emanuele Troiani, Vittorio Erba, Florent Krzakala
2023	J	`jnl`	Les Houches Lectures on Deep Learning at Large & Infinite Width. CoRR Yasaman Bahri, Boris Hanin, Antonin Brossollet, Vittorio Erba, Christian Keup, Rosalba Pacelli, James B. Simon
2023	J	`jnl`	Statistical mechanics of the maximum-average submatrix problem. CoRR Vittorio Erba, Florent Krzakala, Rodrigo Pérez, Lenka Zdeborová
2022	—	`conf`	Optimal denoising of rotationally invariant rectangular matrices. MSML Emanuele Troiani, Vittorio Erba, Florent Krzakala, Antoine Maillard, Lenka Zdeborová
2022	J	`jnl`	Optimal denoising of rotationally invariant rectangular matrices. CoRR Emanuele Troiani, Vittorio Erba, Florent Krzakala, Antoine Maillard, Lenka Zdeborová
2021	—	`—`	Aspects of Data Structure in Machine Learning. Vittorio Erba
2020	J	`jnl`	The p-Airy distribution. CoRR Sergio Caracciolo, Vittorio Erba, Andrea Sportiello
2019	J	`jnl`	Intrinsic dimension estimation for locally undersampled data. CoRR Vittorio Erba, Marco Gherardi, Pietro Rotondo