Urbani, Pierfrancesco

6 publications

NeurIPS 2025 Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks Andrea Montanari, Pierfrancesco Urbani

NeurIPS 2021 Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems Stefano Sarao Mannelli, Pierfrancesco Urbani

NeurIPS 2020 Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová

NeurIPS 2020 Dynamical Mean-Field Theory for Stochastic Gradient Descent in Gaussian Mixture Classification Francesca Mignacco, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová

ICML 2020 The Role of Regularization in Classification of High-Dimensional Noisy Gaussian Mixture Francesca Mignacco, Florent Krzakala, Yue Lu, Pierfrancesco Urbani, Lenka Zdeborova

ICML 2019 Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models Stefano Sarao Mannelli, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborova