| 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 | 57 | 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 | 36 | 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 | 29 | 2022 |
| Finite-size corrections in the random assignment problem S Caracciolo, MP D'Achille, EM Malatesta, G Sicuro Physical Review E 95 (5), 052129, 2017 | 16 | 2017 |
| 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 |
| 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 | 13 | 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 | 13 | 2020 |
| Fluctuations in the random-link matching problem EM Malatesta, G Parisi, G Sicuro Physical Review E 100 (3), 032102, 2019 | 12 | 2019 |
| 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 |
| 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 | 11 | 2018 |
| 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 | 9 | 2023 |
| Two-loop corrections to large order behavior of φ4 theory EM Malatesta, G Parisi, T Rizzo Nuclear Physics B 922, 293-318, 2017 | 9 | 2017 |
| 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 | 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 | 4 | 2019 |
| High-dimensional manifold of solutions in neural networks: insights from statistical physics EM Malatesta arXiv preprint arXiv:2309.09240, 2023 | 3 | 2023 |
| The hidden-manifold hopfield model and a learning phase transition M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta arXiv e-prints, arXiv: 2303.16880, 2023 | 3 | 2023 |
| Instantons in theories: Transseries, virial theorems, and numerical aspects LT Giorgini, UD Jentschura, EM Malatesta, T Rizzo, J Zinn-Justin Physical Review D 110 (3), 036003, 2024 | 2 | 2024 |
Carlo BaldassiBocconi University; ELLIS scholarVerified email at unibocconi.it
