I am Assistant Professor in Computer Science at Bocconi University. I obtained my PhD in Physics in 2015 from Sapienza University, under the supervision of Giorgio Parisi and Federico Ricci-Tersenghi. I’m mostly focused on applying analytical tools from statistical physics to the understeanding of machine learning problems and in deriving efficient physics-inspired algorithms for learning, optimization, and inference.
Neural Networks, Statistical Inference, Disordered Systems, Combinatorial Optimization.
Loop expansion around the Bethe solution for the random magnetic field Ising ferromagnets at zero temperaturePROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020
I’m currently teaching Python programming courses at the Bachelor and MSc level, and Machine Learning courses at the Bachelor and PhD level.