Login / Signup
Mauro Pastore
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Data Driven
Neural Network
Statistical Mechanics
Storage Capacity
Top Venues
CoRR
Nat. Mac. Intell.
</>
Publications
</>
Federico Bassetti
,
Marco Gherardi
,
Alessandro Ingrosso
,
Mauro Pastore
,
Pietro Rotondo
Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers.
CoRR
(2024)
Fabián Aguirre-López
,
Silvio Franz
,
Mauro Pastore
Random features and polynomial rules.
CoRR
(2024)
Emanuele Loffredo
,
Mauro Pastore
,
Simona Cocco
,
Rémi Monasson
Restoring balance: principled under/oversampling of data for optimal classification.
CoRR
(2024)
R. Pacelli
,
S. Ariosto
,
Mauro Pastore
,
F. Ginelli
,
Marco Gherardi
,
Pietro Rotondo
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit.
Nat. Mac. Intell.
5 (12) (2023)
Pietro Rotondo
,
Mauro Pastore
,
Marco Gherardi
Beyond the storage capacity: data driven satisfiability transition.
CoRR
(2020)