Francesco Camilli

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Active since

2022

Affiliations

The Abdus Salam International Centre for Theoretical Physics (ICTP)(Current)

Francesco Camilli is an author at The Abdus Salam International Centre for Theoretical Physics (ICTP) specializing in dimensionality reduction, bayesian inference, and machine learning.

ORCID

Publications per year

2022–2023

Publications

Fundamental limits in structured principal component analysis and how to reach them

Jean Barbier, Francesco Camilli, Marco Mondelli et al. · Proceedings of the National Academy of Sciences · 2023 · 28 citations · Full text

Computing, Physics, Bayesian Data Analysis +16

An inference problem in a mismatched setting: a spin-glass model with Mattis interaction

Francesco Camilli, Pierluigi Contucci, Emanuele Mingione · SciPost Physics · 2022 · 21 citations · Full text

Natural Sciences, Physics, Computational Physics +14

Matrix factorization with neural networks

Francesco Camilli, Marc Mézard · Physical review. E · 2023 · 15 citations

Computing, Computer Science, Algorithms +13

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