Mauro Pastore

According to our database, Mauro Pastore authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Statistical mechanics of extensive-width Bayesian neural networks near interpolation.

Jean Barbier, Francesco Camilli, Minh-Toan Nguyen, Mauro Pastore, Rudy Skerk

CoRR, May, 2025

Optimal generalisation and learning transition in extensive-width shallow neural networks near interpolation.

Jean Barbier, Francesco Camilli, Minh-Toan Nguyen, Mauro Pastore, Rudy Skerk

CoRR, January, 2025

2024

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

CoRR, 2024

Random features and polynomial rules.

Fabián Aguirre-López, Silvio Franz, Mauro Pastore

CoRR, 2024

Restoring balance: principled under/oversampling of data for optimal classification.

Emanuele Loffredo, Mauro Pastore, Simona Cocco, Rémi Monasson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit.

R. Pacelli, Sebastiano Ariosto, Mauro Pastore, Francesco Ginelli, Marco Gherardi, Pietro Rotondo

Nat. Mac. Intell., December, 2023

2020

Beyond the storage capacity: data driven satisfiability transition.

Pietro Rotondo, Mauro Pastore, Marco Gherardi

CoRR, 2020