| 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 | 77 | 2019 |
| 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 | 60 | 2021 |
| 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 | 38 | 2022 |
| Star-shaped space of solutions of the spherical negative perceptron BL Annesi, C Lauditi, C Lucibello, EM Malatesta, G Perugini, F Pittorino, ... Physical Review Letters 131 (22), 227301, 2023 | 32 | 2023 |
| Storage and learning phase transitions in the random-features hopfield model M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta Physical Review Letters 131 (25), 257301, 2023 | 25* | 2023 |
| Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights C Baldassi, EM Malatesta, G Perugini, R Zecchina Physical Review E 108 (2), 024310, 2023 | 25 | 2023 |
| 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 | 17 | 2020 |
| 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 | 15 | 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 | 15 | 2017 |
| Exact value for the average optimal cost of bipartite traveling-salesman and 2-factor problems in two dimensions R Capelli, S Caracciolo, A Di Gioacchino, EM Malatesta arXiv preprint arXiv:1807.03559, 2018 | 14 | 2018 |
| Random features Hopfield networks generalize retrieval to previously unseen examples S Kalaj, C Lauditi, G Perugini, C Lucibello, EM Malatesta, M Negri Physica A: Statistical Mechanics and its Applications, 130946, 2025 | 13 | 2025 |
| Fluctuations in the random-link matching problem EM Malatesta, G Parisi, G Sicuro arXiv preprint arXiv:1905.08529, 2019 | 12 | 2019 |
| Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks BL Annesi, E Malatesta, F Zamponi SciPost Physics 18 (4), 118, 2025 | 11 | 2025 |
| 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 | 11 | 2019 |
| Two-loop corrections to large order behavior of φ4 theory EM Malatesta, G Parisi, T Rizzo Nuclear Physics B 922, 293-318, 2017 | 10 | 2017 |
| High-dimensional manifold of solutions in neural networks: insights from statistical physics EM Malatesta arXiv preprint arXiv:2309.09240, 2023 | 7 | 2023 |
| Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional -vector model LT Giorgini, UD Jentschura, EM Malatesta, G Parisi, T Rizzo, J Zinn-Justin Physical Review D 101 (12), 125001, 2020 | 7 | 2020 |
| Correlation functions of the anharmonic oscillator: Numerical verification of two-loop corrections to the large-order behavior LT Giorgini, UD Jentschura, EM Malatesta, G Parisi, T Rizzo, J Zinn-Justin Physical Review D 105 (10), 105012, 2022 | 6 | 2022 |
| 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 |
| 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 | 5 | 2019 |
Riccardo Zecchinaprofessor, theoretical physics, Bocconi UniversityVerified email at unibocconi.it
