Marco Gherardi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 9

Top Topics

Linear Separability

Statistical Mechanics

Structured Data

Top Venues

Nat. Mac. Intell.

Publications

Simone Ciceri, Lorenzo Cassani, Matteo Osella, Pietro Rotondo, Filippo Valle, Marco Gherardi
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization. Nat. Mac. Intell. 6 (1) (2024)
Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers. CoRR (2024)
R. Pacelli, S. Ariosto, Mauro Pastore, F. Ginelli, Marco Gherardi, Pietro Rotondo
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit. Nat. Mac. Intell. 5 (12) (2023)
Simone Ciceri, Lorenzo Cassani, Pierre Pizzochero, Matteo Osella, Pietro Rotondo, Marco Gherardi
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation. CoRR (2023)
Marco Gherardi
Solvable Model for the Linear Separability of Structured Data. Entropy 23 (3) (2021)
Pietro Rotondo, Mauro Pastore, Marco Gherardi
Beyond the storage capacity: data driven satisfiability transition. CoRR (2020)
Vittorio Erba, Marco Gherardi, Pietro Rotondo
Intrinsic dimension estimation for locally undersampled data. CoRR (2019)
Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi
Counting the learnable functions of structured data. CoRR (2019)
Marco Gherardi, Pietro Rotondo
Measuring logic complexity can guide pattern discovery in empirical systems. Complex. 21 (S2) (2016)
Marco Gherardi, Salvatore Mandrà, Bruno Bassetti, Marco Cosentino Lagomarsino
Evidence for soft bounds in Ubuntu package sizes and mammalian body masses. Proc. Natl. Acad. Sci. USA 110 (52) (2013)
Marco Gherardi, Thomas Jourdan, Solène Le Bourdiec, Guy Bencteux
Hybrid deterministic/stochastic algorithm for large sets of rate equations. Comput. Phys. Commun. 183 (9) (2012)