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Enrico M. Malatesta
Enrico M. Malatesta
Assistant Professor, Bocconi University
Email verificata su unibocconi.it
Titolo
Citata da
Citata da
Anno
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
522019
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
282021
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
262022
Finite-size corrections in the random assignment problem
S Caracciolo, MP D'Achille, EM Malatesta, G Sicuro
Physical Review E 95 (5), 052129, 2017
162017
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
152018
Fluctuations in the random-link matching problem
EM Malatesta, G Parisi, G Sicuro
Physical Review E 100 (3), 032102, 2019
132019
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
122020
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
122018
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
112019
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
92023
Two-loop corrections to large order behavior of φ4 theory
EM Malatesta, G Parisi, T Rizzo
Nuclear Physics B 922, 293-318, 2017
82017
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
72023
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
62018
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
52020
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
42023
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
42022
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
32023
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
32019
High-dimensional manifold of solutions in neural networks: insights from statistical physics
EM Malatesta
arXiv preprint arXiv:2309.09240, 2023
22023
Random Combinatorial Optimization Problems: Mean Field and Finite-Dimensional Results
EM Malatesta
arXiv preprint arXiv:1902.00455, 2019
22019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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