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Vittorio Erba
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Year
Intrinsic dimension estimation for locally undersampled data
V Erba, M Gherardi, P Rotondo
Scientific Reports 9 (17133), 2019
372019
Statistical learning theory of structured data
M Pastore, P Rotondo, V Erba, M Gherardi
Physical Review E 102 (3), 032119, 2020
222020
Random geometric graphs in high dimension
V Erba, S Ariosto, M Gherardi, P Rotondo
Physical Review E 102 (1), 012306, 2020
182020
The Dyck bound in the concave 1-dimensional random assignment model
S Caracciolo, MP D’Achille, V Erba, A Sportiello
Journal of Physics A: Mathematical and Theoretical 53 (6), 064001, 2020
152020
Optimal denoising of rotationally invariant rectangular matrices
E Troiani, V Erba, F Krzakala, A Maillard, L Zdeborová
Mathematical and Scientific Machine Learning, 97-112, 2022
142022
Self-induced glassy phase in multimodal cavity quantum electrodynamics
V Erba, M Pastore, P Rotondo
Physical Review Letters 126 (18), 183601, 2021
92021
Unified Fock space representation of fractional quantum Hall states
A Di Gioacchino, LG Molinari, V Erba, P Rotondo
Physical Review B 95 (24), 245123, 2017
62017
The p-Airy distribution
S Caracciolo, V Erba, A Sportiello
arXiv preprint arXiv:2010.14468, 2020
32020
The number of optimal matchings for Euclidean Assignment on the line
S Caracciolo, V Erba, A Sportiello
Journal of Statistical Physics 183 (1), 3, 2021
22021
Statistical mechanics of the maximum-average submatrix problem
V Erba, F Krzakala, RP Ortiz, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2024 (1), 013403, 2024
12024
Asymptotic Characterisation of Robust Empirical Risk Minimisation Performance in the Presence of Outliers
M Vilucchio, E Troiani, V Erba, F Krzakala
arXiv preprint arXiv:2305.18974, 2023
12023
Quenches in the Sherrington-Kirkpatrick model
V Erba, F Behrens, F Krzakala, L Zdeborová
arXiv preprint arXiv:2405.04267, 2024
2024
Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers
M Vilucchio, E Troiani, V Erba, F Krzakala
International Conference on Artificial Intelligence and Statistics, 811-819, 2024
2024
Aspects of Data Structure in Machine Learning
V Erba
Universitŕ degli Studi di Milano, 2021
2021
Random Euclidean Bipartite Matching with concave cost functions in 1d
V Erba, S Caracciolo, A Di Gioacchino, E Malatesta
2018
Slater decomposition of fractional quantum Hall states
V Erba, LG Molinari, P Rotondo
2016
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Articles 1–16