The solution of the deep Boltzmann machine on the Nishimori line D Alberici, F Camilli, P Contucci, E Mingione Communications in Mathematical Physics 387, 1191-1214, 2021 | 29 | 2021 |

Fundamental limits in structured principal component analysis and how to reach them J Barbier, F Camilli, M Mondelli, M Sáenz Proceedings of the National Academy of Sciences 120 (30), e2302028120, 2023 | 27* | 2023 |

The multi-species mean-field spin-glass on the Nishimori line D Alberici, F Camilli, P Contucci, E Mingione Journal of Statistical Physics 182, 1-20, 2021 | 20 | 2021 |

An inference problem in a mismatched setting: a spin-glass model with Mattis interaction F Camilli, P Contucci, E Mingione SciPost Physics 12 (4), 125, 2022 | 18 | 2022 |

Matrix factorization with neural networks F Camilli, M Mézard Physical Review E 107 (6), 064308, 2023 | 16 | 2023 |

The decimation scheme for symmetric matrix factorization F Camilli, M Mézard Journal of Physics A: Mathematical and Theoretical 57 (8), 085002, 2024 | 8 | 2024 |

Fundamental limits of overparametrized shallow neural networks for supervised learning F Camilli, D Tieplova, J Barbier arXiv preprint arXiv:2307.05635, 2023 | 3 | 2023 |

A Statistical Physics approach to a multi-channel Wigner spiked model D Alberici, F Camilli, P Contucci, E Mingione Europhysics Letters 136 (4), 48001, 2022 | 2 | 2022 |

Central limit theorem for the overlaps on the Nishimori line F Camilli, P Contucci, E Mingione arXiv preprint arXiv:2305.19943, 2023 | 1 | 2023 |

New perspectives in statistical mechanics and high-dimensional inference F Camilli Alma Mater Studiorum - Universitŕ di Bologna, 2023 | 1 | 2023 |

Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise J Barbier, F Camilli, M Mondelli, Y Xu arXiv preprint arXiv:2405.20993, 2024 | | 2024 |

The Onset of Parisi’s Complexity in a Mismatched Inference Problem F Camilli, P Contucci, E Mingione Entropy 26 (1), 42, 2023 | | 2023 |

Lezioni di meccanica elementare e oltre F Camilli, P Contucci Bologna University Press, 2023 | | 2023 |

Mathematical Methods and Models in Machine Learning L Ambrosio, M Benzi, P Contucci, D Alberici, J Barbier, F Camilli, ... | | 2020 |

Statistical Mechanics Perspectives on Boltzmann Machines P Contucci, DE Mingione, F Camilli | | |