Enrico M. Malatesta
Affiliations: | Bocconi University |
Area:
Statistica mechanics, disordered systems, neural networksGoogle:
"Enrico Malatesta"Mean distance: (not calculated yet)
Parents
Sign in to add mentor| Giorgio Parisi | grad student | 2014-2018 | SAPIENZA- University of Rome |
| Sergio Caracciolo | grad student | 2015-2018 | Università degli Studi di Milano |
| Riccardo Zecchina | post-doc | 2018-2021 | (Neurotree) |
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Publications
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| Annesi BL, Lauditi C, Lucibello C, et al. (2023) Star-Shaped Space of Solutions of the Spherical Negative Perceptron. Physical Review Letters. 131: 227301 |
| Baldassi C, Malatesta EM, Perugini G, et al. (2023) Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights. Physical Review. E. 108: 024310 |
| Baldassi C, Lauditi C, Malatesta EM, et al. (2022) Learning through atypical phase transitions in overparameterized neural networks. Physical Review. E. 106: 014116 |
| Baldassi C, Lauditi C, Malatesta EM, et al. (2022) Unveiling the Structure of Wide Flat Minima in Neural Networks. Physical Review Letters. 127: 278301 |
| Giorgini LT, Jentschura UD, Malatesta EM, et al. (2020) Two-loop corrections to the large-order behavior of correlation functions in the one-dimensional N-vector model Physical Review D. 101 |
| Baldassi C, Malatesta EM, Negri M, et al. (2020) Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures Journal of Statistical Mechanics: Theory and Experiment. 2020: 124012 |
| Baldassi C, Malatesta EM, Zecchina R. (2019) Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit Activations. Physical Review Letters. 123: 170602 |
| Malatesta EM, Parisi G, Sicuro G. (2019) Fluctuations in the random-link matching problem. Physical Review. E. 100: 032102 |
| Caracciolo S, Di Gioacchino A, Malatesta EM, et al. (2019) Average optimal cost for the Euclidean TSP in one dimension Journal of Physics a: Mathematical and Theoretical. 52: 264003 |
| Caracciolo S, Di Gioacchino A, Malatesta EM, et al. (2019) Selberg integrals in 1D random Euclidean optimization problems Journal of Statistical Mechanics: Theory and Experiment. 2019: 063401 |