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Mauro Pastore
Tytuł
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Statistical learning theory of structured data
M Pastore, P Rotondo, V Erba, M Gherardi
Physical Review E 102 (3), 032119, 2020
182020
Beyond the storage capacity: data-driven satisfiability transition
P Rotondo, M Pastore, M Gherardi
Physical Review Letters 125 (12), 120601, 2020
162020
Statistical mechanics of deep learning beyond the infinite-width limit
S Ariosto, R Pacelli, M Pastore, F Ginelli, M Gherardi, P Rotondo
arXiv preprint arXiv:2209.04882, 2022
112022
Self-induced glassy phase in multimodal cavity quantum electrodynamics
V Erba, M Pastore, P Rotondo
Physical Review Letters 126 (18), 183601, 2021
82021
Large deviations of the free energy in the -spin glass spherical model
M Pastore, A Di Gioacchino, P Rotondo
Physical Review Research 1 (3), 033116, 2019
52019
Remarks on replica diagonal collective field condensations in SYK
S Caracciolo, MA Cardella, M Pastore
arXiv preprint arXiv:1807.10213, 2018
52018
Satisfiability transition in asymmetric neural networks
F Aguirre-López, M Pastore, S Franz
Journal of Physics A: Mathematical and Theoretical 55 (30), 305001, 2022
22022
Effective mesonic theory for the’t Hooft model on the lattice
S Caracciolo, M Pastore
Annals of Physics 403, 152-183, 2019
22019
Critical properties of the SAT/UNSAT transitions in the classification problem of structured data
M Pastore
Journal of Statistical Mechanics: Theory and Experiment 2021 (11), 113301, 2021
12021
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit
R Pacelli, S Ariosto, M Pastore, F Ginelli, M Gherardi, P Rotondo
NATURE MACHINE INTELLIGENCE, 2023
2023
Replicas in complex systems: applications to large deviations and neural networks
M Pastore
Università degli Studi di Milano, 2020
2020
The QCD partition function and Chiral Random Matrices
M Pastore
2020
Lattice QCD effective action with Bogoliubov transformations
S Caracciolo, M Pastore
arXiv preprint arXiv:1811.07523, 2018
2018
Lattice QCD2 effective action with Bogoliubov transformations
M Pastore
2018
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