Concepedia

Federica Gerace

FG

Statistics

Publications

7

Citations

227

H-Index

7

Active since

2016

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Politecnico di Torino

Italian institute for Genomic Medicine

Centre National de la Recherche Scientifique

École Normale Supérieure - PSL

Federica Gerace is an author at École Polytechnique Fédérale de Lausanne specializing in computing, computer science, and machine learning.

ORCID

Publications per year

2016–2024

7

Publications

7

Generalisation error in learning with random features and the hidden manifold model*

Federica Gerace, Bruno Loureiro, Florent Krząkała et al. · Journal of Statistical Mechanics Theory and Experiment · 2021 · 79 citations · Full text

, , +17

Generalisation error in learning with random features and the hidden manifold model

Federica Gerace, Bruno Loureiro, Florent Krząkała et al. · arXiv (Cornell University) · 2020 · 32 citations · Full text

, , +17

Mapping of attention mechanisms to a generalized Potts model

Riccardo Rende, Federica Gerace, Alessandro Laio et al. · Physical Review Research · 2024 · 28 citations · Full text

, , +16

Learning may need only a few bits of synaptic precision

Carlo Baldassi, Federica Gerace, Carlo Lucibello et al. · Physical review. E · 2016 · 25 citations · Full text

, , +9

Role of Synaptic Stochasticity in Training Low-Precision Neural Networks

Carlo Baldassi, Federica Gerace, Hilbert J. Kappen et al. · Physical Review Letters · 2018 · 24 citations · Full text

, , +14

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