Archivio Istituzionale della RicercaLAUDITI, CLARISSA
LAUDITI, CLARISSA
Dipartimento Scienza Applicata e Tecnologia
067852
Out-of-equilibrium sampling as a protocol to unveil locally-smooth neural network configurations in non-convex optimization
2024 Lauditi, Clarissa
Star-shaped space of solutions of the spherical negative perceptron
2023 Livio Annesi, Brandon; Lauditi, Clarissa; Lucibello, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Pittorino, Fabrizio; Saglietti, Luca
Storage and Learning phase transitions in the Random-Features Hopfield Model
2023 Negri, Matteo; Lauditi, Clarissa; Perugini, Gabriele; Lucibello, Carlo; Malatesta, Enrico
Learning through atypical phase transitions in overparameterized neural networks
2022 Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.
Unveiling the Structure of Wide Flat Minima in Neural Networks
2021 Baldassi, Carlo; Lauditi, Clarissa; Malatesta, Enrico M; Perugini, Gabriele; Zecchina, Riccardo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Out-of-equilibrium sampling as a protocol to unveil locally-smooth neural network configurations in non-convex optimization / Lauditi, Clarissa. - (2024 May 31), pp. 1-229. | 31-mag-2024 | LAUDITI, CLARISSA | conv_phd_thesis_lauditi.pdf; conv_phd_abstract_lauditi.pdf |
| Star-shaped space of solutions of the spherical negative perceptron / Livio Annesi, Brandon; Lauditi, Clarissa; Lucibello, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Pittorino, Fabrizio; Saglietti, Luca. - In: PHYSICAL REVIEW LETTERS. - ISSN 1079-7114. - 131:22(2023). | 1-gen-2023 | Clarissa Lauditi + | PhysRevLett.131.227301.pdf |
| Storage and Learning phase transitions in the Random-Features Hopfield Model / Negri, Matteo; Lauditi, Clarissa; Perugini, Gabriele; Lucibello, Carlo; Malatesta, Enrico. - In: PHYSICAL REVIEW LETTERS. - ISSN 1079-7114. - 131:25(2023). [10.1103/PhysRevLett.131.257301] | 1-gen-2023 | Clarissa Lauditi + | PhysRevLett.131.257301.pdf |
| Learning through atypical phase transitions in overparameterized neural networks / Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.. - In: PHYSICAL REVIEW. E. - ISSN 2470-0053. - 106:1(2022), p. 014116. [10.1103/PhysRevE.106.014116] | 1-gen-2022 | Baldassi C.Lauditi C.Pacelli R.Perugini G.Zecchina R. + | 2110.00683.pdf |
| Unveiling the Structure of Wide Flat Minima in Neural Networks / Baldassi, Carlo; Lauditi, Clarissa; Malatesta, Enrico M; Perugini, Gabriele; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 0031-9007. - 127:27(2021), p. 278301. [10.1103/PhysRevLett.127.278301] | 1-gen-2021 | Lauditi, Clarissa + | PhysRevLett.127.278301.pdf |