GERACE, FEDERICA
GERACE, FEDERICA
DIPARTIMENTO DI MATEMATICA
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Gaussian universality of perceptrons with random labels
2024 Gerace, Federica; Krzakala, Florent; Loureiro, Bruno; Stephan, Ludovic; Zdeborová, Lenka
Mapping of attention mechanisms to a generalized Potts model
2024 Rende, Riccardo; Gerace, Federica; Laio, Alessandro; Goldt, Sebastian
Probing transfer learning with a model of synthetic correlated datasets
2022 Gerace, Federica; Saglietti, Luca; Sarao Mannelli, Stefano; Saxe, Andrew; Zdeborová, Lenka
Generalisation error in learning with random features and the hidden manifold model
2021 Gerace, Federica; Loureiro, Bruno; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Gaussian universality of perceptrons with random labels | Gerace, Federica; Krzakala, Florent; Loureiro, Bruno; Stephan, Ludovic; Zdeborová, Lenka | 2024-01-01 | PHYSICAL REVIEW. E | - | 1.01 Articolo in rivista | PhysRevE.109.034305.pdf |
| Mapping of attention mechanisms to a generalized Potts model | Rende, Riccardo; Gerace, Federica; Laio, Alessandro; Goldt, Sebastian | 2024-01-01 | PHYSICAL REVIEW RESEARCH | - | 1.01 Articolo in rivista | PhysRevResearch.6.023057.pdf |
| Probing transfer learning with a model of synthetic correlated datasets | Gerace, Federica; Saglietti, Luca; Sarao Mannelli, Stefano; Saxe, Andrew; Zdeborová, Lenka | 2022-01-01 | MACHINE LEARNING: SCIENCE AND TECHNOLOGY | - | 1.01 Articolo in rivista | Gerace_2022_Mach._Learn. _Sci._Technol._3_015030.pdf |
| Generalisation error in learning with random features and the hidden manifold model | Gerace, Federica; Loureiro, Bruno; Krzakala, Florent; Mézard, Marc; Zdeborová, Lenka | 2021-01-01 | JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT | - | 1.01 Articolo in rivista | 2002.09339v2.pdf |