Comparing Dynamics: Deep Neural Networks versus Glassy Systems. - Marco Baity-Jesi; Levent Sagun; Mario Geiger; Stefano Spigler; Gérard Ben Arous; Chiara Cammarota; Yann LeCun; Matthieu Wyart; Giulio Biroli (ICML, 2018)

Marvels and Pitfalls of the Langevin Algorithm in Noisy High-dimensional Inference. - Stefano Sarao Mannelli; Giulio Biroli; Chiara Cammarota; Florent Krzakala; Pierfrancesco Urbani; Lenka Zdeborová (CoRR, 2018)

Who is Afraid of Big Bad Minima? Analysis of gradient-flow in spiked matrix-tensor models. - Stefano Sarao Mannelli; Giulio Biroli; Chiara Cammarota; Florent Krzakala; Lenka Zdeborová (NeurIPS, 2019)

How to iron out rough landscapes and get optimal performances: Replicated Gradient Descent and its application to tensor PCA. - Giulio Biroli; Chiara Cammarota; Federico Ricci-Tersenghi (CoRR, 2019)

Having the Last Word: Understanding How to Sample Discussions Online. - Gioia Boschi; Anthony P. Young; Sagar Joglekar 001; Chiara Cammarota; Nishanth Sastry (CoRR, 2019)

Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor Model. - Stefano Sarao Mannelli; Giulio Biroli; Chiara Cammarota; Florent Krzakala; Lenka Zdeborová (CoRR, 2019)

Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval. - Stefano Sarao Mannelli; Giulio Biroli; Chiara Cammarota; Florent Krzakala; Pierfrancesco Urbani; Lenka Zdeborová (NeurIPS, 2020)

Who Has the Last Word? Understanding How to Sample Online Discussions. - Gioia Boschi; Anthony P. Young; Sagar Joglekar 001; Chiara Cammarota; Nishanth Sastry (ACM Trans. Web, 2021)

From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima. - Tony Bonnaire; Giulio Biroli; Chiara Cammarota (CoRR, 2024)

Daydreaming Hopfield Networks and their surprising effectiveness on correlated data. - Ludovica Serricchio; Dario Bocchi; Claudio Chilin; Raffaele Marino; Matteo Negri; Chiara Cammarota; Federico Ricci-Tersenghi (Neural Networks, 2025)