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Sebastiano Ariosto
Sebastiano Ariosto
PostDoc, Unibocconi
Verified email at unibocconi.it
Title
Cited by
Cited by
Year
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit
R Pacelli, S Ariosto, M Pastore, F Ginelli, M Gherardi, P Rotondo
Nature Machine Intelligence 5 (12), 1497-1507, 2023
362023
Statistical mechanics of deep learning beyond the infinite-width limit
S Ariosto, R Pacelli, M Pastore, F Ginelli, M Gherardi, P Rotondo
arXiv e-prints, arXiv: 2209.04882, 2022
232022
Random geometric graphs in high dimension
V Erba, S Ariosto, M Gherardi, P Rotondo
Physical Review E 102 (1), 012306, 2020
202020
Universal mean-field upper bound for the generalization gap of deep neural networks
S Ariosto, R Pacelli, F Ginelli, M Gherardi, P Rotondo
Physical Review E 105 (6), 064309, 2022
32022
Statistical Physics of Deep Neural Networks: Generalization Capability, Beyond the Infinite Width, and Feature Learning
S Ariosto
arXiv preprint arXiv:2501.19281, 2025
2025
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Articles 1–5