Enrico M. Malatesta - Publications

Affiliations: 
Bocconi University 
Area:
Statistica mechanics, disordered systems, neural networks

16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Annesi BL, Lauditi C, Lucibello C, Malatesta EM, Perugini G, Pittorino F, Saglietti L. Star-Shaped Space of Solutions of the Spherical Negative Perceptron. Physical Review Letters. 131: 227301. PMID 38101365 DOI: 10.1103/PhysRevLett.131.227301  0.719
2023 Baldassi C, Malatesta EM, Perugini G, Zecchina R. Typical and atypical solutions in nonconvex neural networks with discrete and continuous weights. Physical Review. E. 108: 024310. PMID 37723812 DOI: 10.1103/PhysRevE.108.024310  0.597
2022 Baldassi C, Lauditi C, Malatesta EM, Pacelli R, Perugini G, Zecchina R. Learning through atypical phase transitions in overparameterized neural networks. Physical Review. E. 106: 014116. PMID 35974501 DOI: 10.1103/PhysRevE.106.014116  0.585
2022 Baldassi C, Lauditi C, Malatesta EM, Perugini G, Zecchina R. Unveiling the Structure of Wide Flat Minima in Neural Networks. Physical Review Letters. 127: 278301. PMID 35061428 DOI: 10.1103/PhysRevLett.127.278301  0.596
2020 Giorgini LT, Jentschura UD, Malatesta EM, 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. 101. DOI: 10.1103/Physrevd.101.125001  0.39
2020 Baldassi C, Malatesta EM, Negri M, Zecchina R. Wide flat minima and optimal generalization in classifying high-dimensional Gaussian mixtures Journal of Statistical Mechanics: Theory and Experiment. 2020: 124012. DOI: 10.1088/1742-5468/abcd31  0.588
2019 Baldassi C, Malatesta EM, Zecchina R. Properties of the Geometry of Solutions and Capacity of Multilayer Neural Networks with Rectified Linear Unit Activations. Physical Review Letters. 123: 170602. PMID 31702271 DOI: 10.1103/Physrevlett.123.170602  0.609
2019 Malatesta EM, Parisi G, Sicuro G. Fluctuations in the random-link matching problem. Physical Review. E. 100: 032102. PMID 31639937 DOI: 10.1103/Physreve.100.032102  0.748
2019 Caracciolo S, Di Gioacchino A, Malatesta EM, Vanoni C. Average optimal cost for the Euclidean TSP in one dimension Journal of Physics a: Mathematical and Theoretical. 52: 264003. DOI: 10.1088/1751-8121/Ab1600  0.701
2019 Caracciolo S, Di Gioacchino A, Malatesta EM, Molinari LG. Selberg integrals in 1D random Euclidean optimization problems Journal of Statistical Mechanics: Theory and Experiment. 2019: 063401. DOI: 10.1088/1742-5468/ab11d7  0.631
2018 Caracciolo S, Di Gioacchino A, Gherardi M, Malatesta EM. Solution for a bipartite Euclidean traveling-salesman problem in one dimension. Physical Review. E. 97: 052109. PMID 29906886 DOI: 10.1103/Physreve.97.052109  0.763
2018 Capelli R, Caracciolo S, Di Gioacchino A, Malatesta EM. Exact value for the average optimal cost of the bipartite traveling salesman and two-factor problems in two dimensions Physical Review E. 98. DOI: 10.1103/Physreve.98.030101  0.701
2018 Caracciolo S, Di Gioacchino A, Malatesta EM. Plastic number and possible optimal solutions for an Euclidean 2-matching in one dimension Journal of Statistical Mechanics: Theory and Experiment. 2018: 083402. DOI: 10.1088/1742-5468/Aad3F7  0.704
2018 Lucibello C, Malatesta EM, Parisi G, Sicuro G. The random fractional matching problem Journal of Statistical Mechanics: Theory and Experiment. 2018: 053301. DOI: 10.1088/1742-5468/Aabbc8  0.69
2017 Caracciolo S, D'Achille MP, Malatesta EM, Sicuro G. Finite-size corrections in the random assignment problem. Physical Review. E. 95: 052129. PMID 28618568 DOI: 10.1103/Physreve.95.052129  0.743
2017 Malatesta EM, Parisi G, Rizzo T. Two-loop corrections to large order behavior of φ 4 theory Nuclear Physics B. 922: 293-318. DOI: 10.1016/J.Nuclphysb.2017.07.011  0.414
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