Підписатись
Enrico M. Malatesta
Enrico M. Malatesta
Assistant Professor, Bocconi University
Підтверджена електронна адреса в unibocconi.it
Назва
Посилання
Посилання
Рік
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
622019
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
412021
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
322022
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
182023
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
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
142020
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
12*2023
Fluctuations in the random-link matching problem
EM Malatesta, G Parisi, G Sicuro
Physical Review E 100 (3), 032102, 2019
122019
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
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
92023
Two-loop corrections to large order behavior of φ4 theory
EM Malatesta, G Parisi, T Rizzo
Nuclear Physics B 922, 293-318, 2017
92017
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
62020
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
High-dimensional manifold of solutions in neural networks: insights from statistical physics
EM Malatesta
arXiv preprint arXiv:2309.09240, 2023
52023
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
52022
Random Features Hopfield Networks generalize retrieval to previously unseen examples
S Kalaj, C Lauditi, G Perugini, C Lucibello, EM Malatesta, M Negri
arXiv preprint arXiv:2407.05658, 2024
42024
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
42019
Random Combinatorial Optimization Problems: Mean Field and Finite-Dimensional Results
EM Malatesta
arXiv preprint arXiv:1902.00455, 2019
22019
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