Sfoglia per Autore
Role of Synaptic Stochasticity in Training Low-Precision Neural Networks
2018 Baldassi, Carlo; Federica, Gerace; Kappen, Hilbert J.; Lucibello, Carlo; Luca, Saglietti; Tartaglione, Enzo; Zecchina, Riccardo
From inverse problems to learning: A Statistical Mechanics approach
2018 Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo
Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures
2020 Baldassi, Carlo; Malatesta, Enrico M; Negri, Matteo; Zecchina, Riccardo
Learning through atypical phase transitions in overparameterized neural networks
2022 Baldassi, C.; Lauditi, C.; Malatesta, E. M.; Pacelli, R.; Perugini, G.; Zecchina, R.
Citazione | Data di pubblicazione | Autori | File |
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Role of Synaptic Stochasticity in Training Low-Precision Neural Networks / Baldassi, Carlo; Federica, Gerace; Kappen, Hilbert J.; Lucibello, Carlo; Luca, Saglietti; Tartaglione, Enzo; Zecchina, Riccardo. - In: PHYSICAL REVIEW LETTERS. - ISSN 1092-0145. - 120:(2018). [10.1103/PhysRevLett.120.268103] | 1-gen-2018 | Carlo BaldassiLUCIBELLO, CARLOEnzo TartaglioneRiccardo Zecchina + | - |
From inverse problems to learning: A Statistical Mechanics approach / Baldassi, Carlo; Gerace, Federica; Saglietti, Luca; Zecchina, Riccardo. - In: JOURNAL OF PHYSICS. CONFERENCE SERIES. - ISSN 1742-6588. - 955:1(2018), p. 012001. [10.1088/1742-6596/955/1/012001] | 1-gen-2018 | Baldassi, CarloGerace, FedericaSaglietti, LucaZecchina, Riccardo | - |
Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures / Baldassi, Carlo; Malatesta, Enrico M; Negri, Matteo; Zecchina, Riccardo. - In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. - ISSN 1742-5468. - ELETTRONICO. - 2020:12(2020). [10.1088/1742-5468/abcd31] | 1-gen-2020 | Baldassi, CarloNegri, MatteoZecchina, Riccardo + | Baldassi_2020_J._Stat._Mech._2020_124012.pdf; 2010.14761.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 |
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