Ingrosso, Alessandro

5 publications

TMLR 2025 Density of States in Neural Networks: An In-Depth Exploration of Learning in Parameter Space Margherita Mele, Roberto Menichetti, Alessandro Ingrosso, Raffaello Potestio

JMLR 2025 Feature Learning in Finite-Width Bayesian Deep Linear Networks with Multiple Outputs and Convolutional Layers Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo

CPAL 2025 How Iterative Magnitude Pruning Discovers Local Receptive Fields in Fully Connected Neural Networks William T Redman, Zhangyang Wang, Alessandro Ingrosso, Sebastian Goldt

ICML 2023 Neural Networks Trained with SGD Learn Distributions of Increasing Complexity Maria Refinetti, Alessandro Ingrosso, Sebastian Goldt

NeurIPSW 2022 Data-Driven Emergence of Convolutional Structure in Neural Networks Alessandro Ingrosso, Sebastian Goldt