Marco Gherardi

According to our database, Marco Gherardi authored at least 12 papers between 2012 and 2024.

Collaborative distances:

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

2024

Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization.

Simone Ciceri, Lorenzo Cassani, Matteo Osella, Pietro Rotondo, Filippo Valle, Marco Gherardi

Nat. Mac. Intell., 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

A Physics-Based View of Brain-Network Alteration in Neurological Disease.

Sofia Fazio, Patrizia Ribino, Francesca Gasparini, Norbert Marwan, Peppino Fazio, Marco Gherardi, Maria Mannone

Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), 2024

2023

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

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

Nat. Mac. Intell., December, 2023

Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation.

Simone Ciceri, Lorenzo Cassani, Pierre Pizzochero, Matteo Osella, Pietro Rotondo, Marco Gherardi

CoRR, 2023

2021

Solvable Model for the Linear Separability of Structured Data.

Marco Gherardi

Entropy, 2021

2020

Beyond the storage capacity: data driven satisfiability transition.

Pietro Rotondo, Mauro Pastore, Marco Gherardi

CoRR, 2020

2019

Intrinsic dimension estimation for locally undersampled data.

Vittorio Erba, Marco Gherardi, Pietro Rotondo

CoRR, 2019

Counting the learnable functions of structured data.

Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi

CoRR, 2019

2016

Measuring logic complexity can guide pattern discovery in empirical systems.

Marco Gherardi, Pietro Rotondo

Complex., 2016

2013

Evidence for soft bounds in Ubuntu package sizes and mammalian body masses.

Marco Gherardi, Salvatore Mandrà, Bruno Bassetti, Marco Cosentino Lagomarsino

Proc. Natl. Acad. Sci. USA, 2013

2012

Hybrid deterministic/stochastic algorithm for large sets of rate equations.

Marco Gherardi, Thomas Jourdan, Solène Le Bourdiec, Guy Bencteux

Comput. Phys. Commun., 2012