Gabriele Perugini
I graduated in Physics at the Rome University “la Sapienza” in 2013 and received a PhD in Physics from the same University in 2017. During my PhD I worked on the statistical Physics of disordered systems and optimization problems. In 2018 I joined Bocconi University as a PostDoc doing research in machine learning and artificial neural networks. Since 2024 I am a Lecturer in the Computing Science Department.
I am interested in the statistical mechanics description of learning and optimization problems and in understanding to what extent the knowledge of simple learning models can help predict the phenomenology of deep neural networks.
Recently I focused on the empirical and analytical description of the loss landscape of artificial neural networks.