Marco Gherardi

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Feature Learning in Finite-Width Bayesian Deep Linear Networks with Multiple Outputs and Convolutional Layers.
J. Mach. Learn. Res.
Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
2025 J jnl
K-operator for Modelling Neurodegeneration: Simulations, fMRI Application, Eigenvalue Analysis and Recurrence Plots.
J. Medical Syst.
Sofia Fazio, Patrizia Ribino, Francesca Gasparini, Norbert Marwan, Peppino Fazio, Marco Gherardi, Maria Mannone
2025 J jnl
Learning to flock in open space by avoiding collisions and staying together.
CoRR
Martino Brambati, Antonio Celani, Marco Gherardi, Francesco Ginelli
2024 — conf
A Physics-Based View of Brain-Network Alteration in Neurological Disease.
HC@AIxIA
Sofia Fazio, Patrizia Ribino, Francesca Gasparini, Norbert Marwan, Peppino Fazio, Marco Gherardi, Maria Mannone
2024 J jnl
Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers.
CoRR
Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
2024 J jnl
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization.
Nat. Mac. Intell.
Simone Ciceri, Lorenzo Cassani, Matteo Osella, Pietro Rotondo, Filippo Valle, Marco Gherardi
2023 J jnl
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit.
Nat. Mac. Intell.
Rosalba Pacelli, Sebastiano Ariosto, Mauro Pastore, Francesco Ginelli, Marco Gherardi, Pietro Rotondo
2023 J jnl
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation.
CoRR
Simone Ciceri, Lorenzo Cassani, Pierre Pizzochero, Matteo Osella, Pietro Rotondo, Marco Gherardi
2021 J jnl
Solvable Model for the Linear Separability of Structured Data.
Entropy
Marco Gherardi
2020 J jnl
Beyond the storage capacity: data driven satisfiability transition.
CoRR
Pietro Rotondo, Mauro Pastore, Marco Gherardi
2019 J jnl
Counting the learnable functions of structured data.
CoRR
Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi
2019 J jnl
Intrinsic dimension estimation for locally undersampled data.
CoRR
Vittorio Erba, Marco Gherardi, Pietro Rotondo
2016 J jnl
Measuring logic complexity can guide pattern discovery in empirical systems.
Complex.
Marco Gherardi, Pietro Rotondo
2013 J jnl
Evidence for soft bounds in Ubuntu package sizes and mammalian body masses.
Proc. Natl. Acad. Sci. USA
Marco Gherardi, Salvatore Mandrà, Bruno Bassetti, Marco Cosentino Lagomarsino
2012 J jnl
Hybrid deterministic/stochastic algorithm for large sets of rate equations.
Comput. Phys. Commun.
Marco Gherardi, Thomas Jourdan, Solène Le Bourdiec, Guy Bencteux