Cammarota, Chiara

5 publications

ICLR 2026 Overparametrization Bends the Landscape: BBP Transitions at Initialization in Simple Neural Networks Brandon Livio Annesi, Dario Bocchi, Chiara Cammarota

NeurIPSW 2023 Daydreaming Hopfield Networks and Their Surprising Effectiveness on Correlated Data Ludovica Serricchio, Claudio Chilin, Dario Bocchi, Raffaele Marino, Matteo Negri, Chiara Cammarota, Federico Ricci-Tersenghi

NeurIPS 2020 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 2019 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

ICML 2018 Comparing Dynamics: Deep Neural Networks Versus Glassy Systems Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gerard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli