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Journal Articles
- 2024
[j6]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): 40-47 (2024)- 2023
- [j5]R. Pacelli, S. Ariosto, Mauro Pastore, Francesco Ginelli, Marco Gherardi, Pietro Rotondo:
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit. Nat. Mac. Intell. 5(12): 1497-1507 (2023) - 2021
- [j4]Marco Gherardi:
Solvable Model for the Linear Separability of Structured Data. Entropy 23(3): 305 (2021) - 2016
- [j3]Marco Gherardi, Pietro Rotondo:
Measuring logic complexity can guide pattern discovery in empirical systems. Complex. 21(S2): 397-408 (2016) - 2013
- [j2]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): 21054-21058 (2013) - 2012
- [j1]Marco Gherardi, Thomas Jourdan, Solène Le Bourdiec, Guy Bencteux:
Hybrid deterministic/stochastic algorithm for large sets of rate equations. Comput. Phys. Commun. 183(9): 1966-1973 (2012)
Informal and Other Publications
- 2024
- [i5]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 abs/2406.03260 (2024) - 2023
- [i4]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 abs/2303.05161 (2023) - 2020
- [i3]Pietro Rotondo, Mauro Pastore, Marco Gherardi:
Beyond the storage capacity: data driven satisfiability transition. CoRR abs/2005.09992 (2020) - 2019
- [i2]Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi:
Counting the learnable functions of structured data. CoRR abs/1903.12021 (2019) - [i1]Vittorio Erba, Marco Gherardi, Pietro Rotondo:
Intrinsic dimension estimation for locally undersampled data. CoRR abs/1906.07670 (2019)
Coauthor Index
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last updated on 2024-08-03 21:11 CEST by the dblp team
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