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Sebastiano Ariosto
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Statistical mechanics of deep learning beyond the infinite-width limit
S Ariosto, R Pacelli, M Pastore, F Ginelli, M Gherardi, P Rotondo
arXiv preprint arXiv:2209.04882, 2022
212022
Random geometric graphs in high dimension
V Erba, S Ariosto, M Gherardi, P Rotondo
Physical Review E 102 (1), 012306, 2020
182020
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
Replica mean field theory for the generalisation gap of deep neural networks
S Ariosto, R Pacelli, F Ginelli, M Gherardi, P Rotondo
arXiv preprint arXiv:2201.11022, 2022
3*2022
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Articles 1–4