Courses a.y. 2024/2025
Biographical note
I graduated in theoretical physics at Sapienza University of Rome under the supervision of Giorgio Parisi in 2015.
I then got a PhD in physics at University of Milan in 2018, under joint supervision of Sergio Caracciolo and Giorgio Parisi. From 2018 to 2021 I was a post doc in the artificial intelligence lab in Bocconi University.
I am now an assistant professor in Bocconi University.
Research interests
I am mainly interested in the statistical physics of disordered systems (i.e. spin glasses) and their interdisciplinary applications, ranging from constrained optimization problems, to machine learning and high dimensional statistics.
Selected Publications
Annesi, Brandon Livio; Lauditi, Clarissa; Lucibello, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Pittorino, Fabrizio; Saglietti, Luca
Star-shaped space of solutions of the spherical negative perceptron
PHYSICAL REVIEW LETTERS, 2023
Star-shaped space of solutions of the spherical negative perceptron
PHYSICAL REVIEW LETTERS, 2023
Baldassi, Carlo; Malatesta, Enrico M.; Perugini, Gabriele; Zecchina, Riccardo
Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights
PHYSICAL REVIEW. E, 2023
Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights
PHYSICAL REVIEW. E, 2023
Negri, Matteo; Lauditi, Clarissa; Perugini, Gabriele; Lucibello, Carlo; Malatesta, Enrico
Storage and learning phase transitions in the random-features Hopfield model
PHYSICAL REVIEW LETTERS, 2023
Storage and learning phase transitions in the random-features Hopfield model
PHYSICAL REVIEW LETTERS, 2023
C. Baldassi, C. Lauditi, E. M. Malatesta, R.Pacelli, G. Perugini, R. Zecchina
Learning through atypical "phase transitions'' in overparameterized neural networks
arxiv, 2021
Learning through atypical "phase transitions'' in overparameterized neural networks
arxiv, 2021
Baldassi, Carlo; Lauditi, Clarissa; Malatesta, Enrico M.; Perugini, Gabriele; Zecchina, Riccardo
Unveiling the Structure of Wide Flat Minima in Neural Networks
PHYSICAL REVIEW LETTERS, 2021
Unveiling the Structure of Wide Flat Minima in Neural Networks
PHYSICAL REVIEW LETTERS, 2021
Baldassi, Carlo; Malatesta, Enrico M.; Zecchina, Riccardo
Properties of the geometry of solutions and capacity of multilayer neural networks with rectified linear unit activations
PHYSICAL REVIEW LETTERS, 2019
Properties of the geometry of solutions and capacity of multilayer neural networks with rectified linear unit activations
PHYSICAL REVIEW LETTERS, 2019
Giorgini L. T.; Jentschura U. D.; Malatesta E. M.; Parisi G.; Rizzo T.; Zinn-Justin J.
Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional N -vector model
PHYSICAL REVIEW D, 2020
Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional N -vector model
PHYSICAL REVIEW D, 2020
Enrico M. ,malatesta; Giorgio Parisi; Gabriele, Sicuro
Fluctuations in the random-link matching problem
PHYSICAL REVIEW. E, 2019
Fluctuations in the random-link matching problem
PHYSICAL REVIEW. E, 2019
Capelli, Riccardo; Caracciolo,sergio; Di Gioacchino,andrea; Malatesta, Enrico M.
Exact value for the average optimal cost of the bipartite traveling salesman and two-factor problems in two dimensions
PHYSICAL REVIEW. E, 2018
Exact value for the average optimal cost of the bipartite traveling salesman and two-factor problems in two dimensions
PHYSICAL REVIEW. E, 2018