Publications

Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference

Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Fabio Mazza, Mattia Tarabolo
Preprint, 2023, ArXiv

Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction

Anna Paola Muntoni, Fabio Mazza, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta
Preprint, 2023, ArXiv

A Bayesian generative neural network framework for epidemic inference problems

Indaco Biazzo, Alfredo Braunstein, Luca Dall'Asta, Fabio Mazza
Scientific Reports, 2022, ArXiv

Inference in conditioned dynamics through causality restoration

Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Anna Paola Muntoni
Scientific Reports, 2022, ArXiv

Epidemic mitigation by statistical inference from contact tracing data

Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Marc Mézard, Anna Paola Muntoni, Maria Refinetti, Stefano Sarao Mannelli, Lenka Zdeborová
Proceedings of the National Academy of Sciences, 2021, ArXiv