I agree that this site is using cookies. You can find further informations here.
X
Gerace, Federica
32  results:
Search for persons X
?
1

Gaussian universality of perceptrons with random labels:

Gerace, Federica ; Krzakala, Florent ; Loureiro, Bruno..
Physical Review E.  109 (2024)  3 - p. , 2024
Link: https://doi.org/10.1103/..
 
?
2

Mapping of attention mechanisms to a generalized Potts mode:

Rende, Riccardo ; Gerace, Federica ; Laio, Alessandro.
Physical Review Research.  6 (2024)  2 - p. , 2024
Link: https://doi.org/10.1103/..
 
?
3

Probing transfer learning with a model of synthetic correla..:

Gerace, Federica ; Saglietti, Luca ; Sarao Mannelli, Stefano..
Machine Learning: Science and Technology.  3 (2022)  1 - p. 015030 , 2022
Link: https://doi.org/10.1088/..
 
?
4

Generalisation error in learning with random features and t..:

Gerace, Federica ; Loureiro, Bruno ; Krzakala, Florent..
Journal of Statistical Mechanics: Theory and Experiment.  2021 (2021)  12 - p. 124013 , 2021
Link: https://doi.org/10.1088/..
 
?
5

Role of Synaptic Stochasticity in Training Low-Precision Ne..:

Baldassi, Carlo ; Gerace, Federica ; Kappen, Hilbert J....
Physical Review Letters.  120 (2018)  26 - p. , 2018
Link: https://doi.org/10.1103/..
 
?
6

From inverse problems to learning: a Statistical Mechanics ..:

Baldassi, Carlo ; Gerace, Federica ; Saglietti, Luca.
Journal of Physics: Conference Series.  955 (2018)  - p. 012001 , 2018
Link: https://doi.org/10.1088/..
 
?
7

Learning may need only a few bits of synaptic precision:

Baldassi, Carlo ; Gerace, Federica ; Lucibello, Carlo..
Physical Review E.  93 (2016)  5 - p. , 2016
Link: https://doi.org/10.1103/..
 
?
8

Learning from higher-order statistics, efficiently: hypothe..:

Székely, Eszter ; Bardone, Lorenzo ; Gerace, Federica.
http://arxiv.org/abs/2312.14922.  , 2023
Link: http://arxiv.org/abs/231..
 
?
9

Gaussian Universality of Perceptrons with Random Labels:

Gerace, Federica ; Krzakala, Florent ; Loureiro, Bruno..
info:eu-repo/semantics/altIdentifier/arxiv/2205.13303.  , 2023
Link: https://hal.science/hal-..
 
?
10

Optimal transfer protocol by incremental layer defrosting:

Gerace, Federica ; Doimo, Diego ; Mannelli, Stefano Sarao..
http://arxiv.org/abs/2303.01429.  , 2023
Link: http://arxiv.org/abs/230..
 
?
11

What does self-attention learn from Masked Language Modelli..:

Rende, Riccardo ; Gerace, Federica ; Laio, Alessandro.
http://arxiv.org/abs/2304.07235.  , 2023
Link: http://arxiv.org/abs/230..
 
?
12

Bias-inducing geometries: an exactly solvable data model wi..:

Mannelli, Stefano Sarao ; Gerace, Federica ; Rostamzadeh, Negar.
http://arxiv.org/abs/2205.15935.  , 2022
Link: http://arxiv.org/abs/220..
 
?
13

Probing transfer learning with a model of synthetic correla..:

Gerace, Federica ; Saglietti, Luca ; Mannelli, Stefano Sarao..
https://discovery.ucl.ac.uk/id/eprint/10160777/1/Gerace_2022_Mach._Learn.__Sci._Technol._3_015030.pdf.  , 2022
Link: https://discovery.ucl.ac..
 
?
14

Probing transfer learning with a model of synthetic correla..:

Gerace, Federica ; Saglietti, Luca ; Sarao Mannelli, Stefano..
info:eu-repo/semantics/altIdentifier/wos/WOS:000759850700001.  , 2022
Link: http://hdl.handle.net/11..
 
?
15

Gaussian Universality of Perceptrons with Random Labels:

Gerace, Federica ; Krzakala, Florent ; Loureiro, Bruno..
http://arxiv.org/abs/2205.13303.  , 2022
Link: http://arxiv.org/abs/220..
 
1-15