CAMILLI, FRANCESCO
CAMILLI, FRANCESCO
MAT - DIPARTIMENTO DI MATEMATICA
Ricercatori a tempo determinato
Central limit theorem for the overlaps in mean-field spin glasses on the Nishimori line
2025 Camilli, Francesco; Contucci, Pierluigi; Mingione, Emanuele
Fundamental limits of overparametrized shallow neural networks for supervised learning
2025 Camilli, Francesco; Tieplova, Daria; Barbier, Jean
Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise
2025 Barbier, Jean; Camilli, Francesco; Xu, Yizhou; Mondelli, Marco
Limit Theorems for the Non-Convex Multispecies Curie–Weiss Model
2025 Camilli, Francesco; Mingione, Emanuele; Osabutey, Godwin
On the Phase Diagram of the Multiscale Mean-Field Spin-Glass
2025 Camilli, Francesco; Contucci, Pierluigi; Mingione, Emanuele; Tantari, Daniele
Phase Diagram of Extensive-Rank Symmetric Matrix Denoising beyond Rotational Invariance
2025 Barbier, Jean; Camilli, Francesco; Ko, Justin; Okajima, Koki
The decimation scheme for symmetric matrix factorization
2024 Camilli, Francesco; Mézard, Marc
The Onset of Parisi’s Complexity in a Mismatched Inference Problem
2024 Camilli F.; Contucci P.; Mingione E.
Fundamental limits in structured principal component analysis and how to reach them
2023 Barbier, Jean; Camilli, Francesco; Mondelli, Marco; Sáenz, Manuel
Lezioni di meccanica elementare e oltre
2023 Francesco Camilli; Pierluigi Contucci
Matrix factorization with neural networks
2023 Camilli, Francesco; Mézard, Marc
An inference problem in a mismatched setting: a spin-glass model with Mattis interaction
2022 Francesco Camilli; Pierluigi Contucci; Emanuele Mingione
A Statistical Physics approach to a multi-channel Wigner spiked model
2021 Alberici, D; Camilli, F; Contucci, P; Mingione, E
The Multi-species Mean-Field Spin-Glass on the Nishimori Line
2021 Alberici D.; Camilli F.; Contucci P.; Mingione E.
The Solution of the Deep Boltzmann Machine on the Nishimori Line
2021 Alberici D.; Camilli F.; Contucci P.; Mingione E.
Mathematical Methods and Models in Machine Learning
2020 Luigi Ambrosio, Michele Benzi, Pierluigi Contucci, Diego Alberici, Jean Barbier, Francesco Camilli, Emanuele Mingione, Daniele Tantari
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Central limit theorem for the overlaps in mean-field spin glasses on the Nishimori line | Camilli, Francesco; Contucci, Pierluigi; Mingione, Emanuele | 2025-01-01 | ELECTRONIC JOURNAL OF PROBABILITY | - | 1.01 Articolo in rivista | - |
| Fundamental limits of overparametrized shallow neural networks for supervised learning | Camilli, Francesco; Tieplova, Daria; Barbier, Jean | 2025-01-01 | BOLLETTINO DELLA UNIONE MATEMATICA ITALIANA | - | 1.01 Articolo in rivista | - |
| Information limits and Thouless-Anderson-Palmer equations for spiked matrix models with structured noise | Barbier, Jean; Camilli, Francesco; Xu, Yizhou; Mondelli, Marco | 2025-01-01 | PHYSICAL REVIEW RESEARCH | - | 1.01 Articolo in rivista | - |
| Limit Theorems for the Non-Convex Multispecies Curie–Weiss Model | Camilli, Francesco; Mingione, Emanuele; Osabutey, Godwin | 2025-01-01 | MATHEMATICS | - | 1.01 Articolo in rivista | - |
| On the Phase Diagram of the Multiscale Mean-Field Spin-Glass | Camilli, Francesco; Contucci, Pierluigi; Mingione, Emanuele; Tantari, Daniele | 2025-01-01 | ANNALES HENRI POINCARE' | - | 1.01 Articolo in rivista | - |
| Phase Diagram of Extensive-Rank Symmetric Matrix Denoising beyond Rotational Invariance | Barbier, Jean; Camilli, Francesco; Ko, Justin; Okajima, Koki | 2025-01-01 | PHYSICAL REVIEW. X | - | 1.01 Articolo in rivista | - |
| The decimation scheme for symmetric matrix factorization | Camilli, Francesco; Mézard, Marc | 2024-01-01 | JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL | - | 1.01 Articolo in rivista | - |
| The Onset of Parisi’s Complexity in a Mismatched Inference Problem | Camilli F.; Contucci P.; Mingione E. | 2024-01-01 | ENTROPY | - | 1.01 Articolo in rivista | entropy-26-00042-v2.pdf |
| Fundamental limits in structured principal component analysis and how to reach them | Barbier, Jean; Camilli, Francesco; Mondelli, Marco; Sáenz, Manuel | 2023-01-01 | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA | - | 1.01 Articolo in rivista | barbier-et-al-2023-fundamental-limits-in-structured-principal-component-analysis-and-how-to-reach-them.pdf |
| Lezioni di meccanica elementare e oltre | Francesco Camilli; Pierluigi Contucci | 2023-01-01 | - | Bologna University Press | 3.01 Monografia / trattato scientifico in forma di libro | - |
| Matrix factorization with neural networks | Camilli, Francesco; Mézard, Marc | 2023-01-01 | PHYSICAL REVIEW. E | - | 1.01 Articolo in rivista | - |
| An inference problem in a mismatched setting: a spin-glass model with Mattis interaction | Francesco Camilli; Pierluigi Contucci; Emanuele Mingione | 2022-01-01 | SCIPOST PHYSICS | - | 1.01 Articolo in rivista | SciPostPhys_12_4_125.pdf |
| A Statistical Physics approach to a multi-channel Wigner spiked model | Alberici, D; Camilli, F; Contucci, P; Mingione, E | 2021-01-01 | EUROPHYSICS LETTERS | - | 1.01 Articolo in rivista | EPL_Camilli.pdf |
| The Multi-species Mean-Field Spin-Glass on the Nishimori Line | Alberici D.; Camilli F.; Contucci P.; Mingione E. | 2021-01-01 | JOURNAL OF STATISTICAL PHYSICS | - | 1.01 Articolo in rivista | JSP_contucci.pdf |
| The Solution of the Deep Boltzmann Machine on the Nishimori Line | Alberici D.; Camilli F.; Contucci P.; Mingione E. | 2021-01-01 | COMMUNICATIONS IN MATHEMATICAL PHYSICS | - | 1.01 Articolo in rivista | DBMNL.pdf |
| Mathematical Methods and Models in Machine Learning |
Luigi Ambrosio, Michele Benzi, Pierluigi Contucci, Diego Alberici, Jean Barbier, ...Francesco Camilli, Emanuele Mingione, Daniele Tantari |
2020-01-01 | - | - | 7.12 Attività espositiva:Mostra o Esposizione | - |