PASTORE, MAURO
PASTORE, MAURO
Dipartimento di Fisica Aldo Pontremoli
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A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit
2023 R. Pacelli, S. Ariosto, M. Pastore, F. Ginelli, M. Gherardi, P. Rotondo
REPLICAS IN COMPLEX SYSTEMS: APPLICATIONS TO LARGE DEVIATIONS AND NEURAL NETWORKS
2020 M. Pastore
Beyond the Storage Capacity: Data-Driven Satisfiability Transition
2020 P. Rotondo, M. Pastore, M. Gherardi
Statistical learning theory of structured data
2020 M. Pastore, P. Rotondo, V. Erba, M. Gherardi
Effective mesonic theory for the ’t Hooft model on the lattice
2019 S. Caracciolo, M. Pastore
Lattice QCD$_2$ effective action with Bogoliubov transformations
2019 S. Caracciolo, M. Pastore
Large deviations of the free energy in the p-spin glass spherical model
2019 M. Pastore, A. Di Gioacchino, P. Rotondo
| Titolo | Data di pubblicazione | Autori | Tipo | File | Abstract |
|---|---|---|---|---|---|
| A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit | 2023 | M. PastoreM. GherardiP. Rotondo + | Article (author) | - | |
| REPLICAS IN COMPLEX SYSTEMS: APPLICATIONS TO LARGE DEVIATIONS AND NEURAL NETWORKS | 2020 | PASTORE, MAURO | Doctoral Thesis | - | |
| Beyond the Storage Capacity: Data-Driven Satisfiability Transition | 2020 | Rotondo P.Pastore M.Gherardi M. | Article (author) | - | |
| Statistical learning theory of structured data | 2020 | Pastore M.Rotondo P.Erba V.Gherardi M. | Article (author) | - | |
| Effective mesonic theory for the ’t Hooft model on the lattice | 2019 | Caracciolo, SergioPastore, Mauro | Article (author) | - | |
| Lattice QCD$_2$ effective action with Bogoliubov transformations | 2019 | S. CaraccioloM. Pastore | Article (author) | - | |
| Large deviations of the free energy in the p-spin glass spherical model | 2019 | Pastore, MauroDi Gioacchino, AndreaRotondo, Pietro | Article (author) | - |