Pietro Rotondo

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Feature Learning in Finite-Width Bayesian Deep Linear Networks with Multiple Outputs and Convolutional Layers.
J. Mach. Learn. Res.
Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
2024 J jnl
Feature learning in finite-width Bayesian deep linear networks with multiple outputs and convolutional layers.
CoRR
Federico Bassetti, Marco Gherardi, Alessandro Ingrosso, Mauro Pastore, Pietro Rotondo
2024 J jnl
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization.
Nat. Mac. Intell.
Simone Ciceri, Lorenzo Cassani, Matteo Osella, Pietro Rotondo, Filippo Valle, Marco Gherardi
2024 J jnl
Proportional infinite-width infinite-depth limit for deep linear neural networks.
CoRR
Federico Bassetti, Lucia Ladelli, Pietro Rotondo
2023 J jnl
A statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit.
Nat. Mac. Intell.
Rosalba Pacelli, Sebastiano Ariosto, Mauro Pastore, Francesco Ginelli, Marco Gherardi, Pietro Rotondo
2023 J jnl
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation.
CoRR
Simone Ciceri, Lorenzo Cassani, Pierre Pizzochero, Matteo Osella, Pietro Rotondo, Marco Gherardi
2023 J jnl
Local Kernel Renormalization as a mechanism for feature learning in overparametrized Convolutional Neural Networks.
CoRR
Riccardo Aiudi, Rosalba Pacelli, Alessandro Vezzani, Raffaella Burioni, Pietro Rotondo
2020 J jnl
Beyond the storage capacity: data driven satisfiability transition.
CoRR
Pietro Rotondo, Mauro Pastore, Marco Gherardi
2019 J jnl
Counting the learnable functions of structured data.
CoRR
Pietro Rotondo, Marco Cosentino Lagomarsino, Marco Gherardi
2019 J jnl
Intrinsic dimension estimation for locally undersampled data.
CoRR
Vittorio Erba, Marco Gherardi, Pietro Rotondo
2016 J jnl
Measuring logic complexity can guide pattern discovery in empirical systems.
Complex.
Marco Gherardi, Pietro Rotondo