Properties of the geometry of solutions and capacity of multilayer neural networks with rectified linear unit activations C Baldassi, EM Malatesta, R Zecchina
Physical review letters 123 (17), 170602, 2019
38 2019 Solution for a bipartite Euclidean traveling-salesman problem in one dimension S Caracciolo, A Di Gioacchino, M Gherardi, EM Malatesta
Physical Review E 97 (5), 052109, 2018
13 2018 Finite-size corrections in the random assignment problem S Caracciolo, MP D'Achille, EM Malatesta, G Sicuro
Physical Review E 95 (5), 052129, 2017
12 2017 Unveiling the structure of wide flat minima in neural networks C Baldassi, C Lauditi, EM Malatesta, G Perugini, R Zecchina
Physical Review Letters 127 (27), 278301, 2021
11 2021 Selberg integrals in 1D random Euclidean optimization problems S Caracciolo, A Di Gioacchino, EM Malatesta, LG Molinari
Journal of Statistical Mechanics: Theory and Experiment 2019 (6), 063401, 2019
10 2019 Learning through atypical phase transitions in overparameterized neural networks C Baldassi, C Lauditi, EM Malatesta, R Pacelli, G Perugini, R Zecchina
Physical Review E 106 (1), 014116, 2022
9 2022 Exact value for the average optimal cost of the bipartite traveling salesman and two-factor problems in two dimensions R Capelli, S Caracciolo, A Di Gioacchino, EM Malatesta
Physical Review E 98 (3), 030101, 2018
9 2018 Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures C Baldassi, EM Malatesta, M Negri, R Zecchina
Journal of Statistical Mechanics: Theory and Experiment 2020 (12), 124012, 2020
8 2020 Fluctuations in the random-link matching problem EM Malatesta, G Parisi, G Sicuro
Physical Review E 100 (3), 032102, 2019
7 2019 Plastic number and possible optimal solutions for an Euclidean 2-matching in one dimension S Caracciolo, A Di Gioacchino, EM Malatesta
Journal of Statistical Mechanics: Theory and Experiment 2018 (8), 083402, 2018
6 2018 Two-loop corrections to large order behavior of φ4 theory EM Malatesta, G Parisi, T Rizzo
Nuclear Physics B 922, 293-318, 2017
6 2017 Average optimal cost for the Euclidean TSP in one dimension S Caracciolo, A Di Gioacchino, EM Malatesta, C Vanoni
Journal of Physics A: Mathematical and Theoretical 52 (26), 264003, 2019
3 2019 Random Combinatorial Optimization Problems: Mean Field and Finite-Dimensional Results EM Malatesta
arXiv preprint arXiv:1902.00455, 2019
2 2019 The random fractional matching problem C Lucibello, EM Malatesta, G Parisi, G Sicuro
Journal of Statistical Mechanics: Theory and Experiment 2018 (5), 053301, 2018
2 2018 Typical and atypical solutions in non-convex neural networks with discrete and continuous weights C Baldassi, EM Malatesta, G Perugini, R Zecchina
arXiv preprint arXiv:2304.13871, 2023
1 2023 The Hidden-Manifold Hopfield Model and a learning phase transition M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta
arXiv preprint arXiv:2303.16880, 2023
1 2023 Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional LT Giorgini, UD Jentschura, EM Malatesta, G Parisi, T Rizzo, J Zinn-Justin
Physical Review D 101 (12), 125001, 2020
1 2020 The star-shaped space of solutions of the spherical negative perceptron BL Annesi, C Lauditi, C Lucibello, EM Malatesta, G Perugini, F Pittorino, ...
arXiv preprint arXiv:2305.10623, 2023
2023 The star-shaped space of solutions of the spherical negative perceptron B Livio Annesi, C Lauditi, C Lucibello, EM Malatesta, G Perugini, ...
arXiv e-prints, arXiv: 2305.10623, 2023
2023 The Hidden-Manifold Hopfield Model shows storage-to-learning phase transitions and is able to generalize M Negri, E Malatesta, C Lauditi, G Perugini, C Lucibello
Bulletin of the American Physical Society, 2023
2023 
Sergio CaraccioloProfessore di fisica, Università di MilanoEmail verificata su mi.infn.it
