ROTONDO, PIETRO
ROTONDO, PIETRO
Dipartimento di Fisica Aldo Pontremoli
Resolution of similar patterns in a solvable model of unsupervised deep learning with structured data
2024 A. Baroffio, P. Rotondo, M. Gherardi
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalization
2024 S. Ciceri, L. Cassani, M. Osella, P. Rotondo, F. Valle, M. Gherardi
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
Universal mean field upper bound for the generalisation gap of deep neural networks
2022 S. Ariosto, R. Pacelli, F. Ginelli, M. Gherardi, P. Rotondo
Random geometric graphs in high dimension
2020 V. Erba, S. Ariosto, M. Gherardi, P. Rotondo
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
Counting the learnable functions of geometrically structured data
2020 P. Rotondo, M.C. Lagomarsino, M. Gherardi
Large deviations of the free energy in the p-spin glass spherical model
2019 M. Pastore, A. Di Gioacchino, P. Rotondo
Intrinsic dimension estimation for locally undersampled data
2019 V. Erba, M. Gherardi, P. Rotondo
Jack on a Devil’s Staircase
2018 A. Di Gioacchino, M. Gherardi, L.G. Molinari, P. Rotondo
Current quantization and fractal hierarchy in a driven repulsive lattice gas
2017 P. Rotondo, A..L. Sellerio, P. Glorioso, S. Caracciolo, M. Cosentino Lagomarsino, M. Gherardi
Unified Fock space representation of fractional quantum Hall states
2017 A. Di Gioacchino, L.G. Molinari, V. Erba, P. Rotondo
Measuring logic complexity can guide pattern discovery in empirical systems
2016 M. Gherardi, P. Rotondo
EMERGENT COLLECTIVE PHENOMENA IN QUANTUM MANY-BODY SYSTEMS
2016 P. Rotondo
Devil's Staircase Phase Diagram of the Fractional Quantum Hall Effect in the Thin-Torus Limit
2016 P. Rotondo, L.G. Molinari, P. Ratti, M. Gherardi
Dicke simulators with emergent collective quantum computational abilities
2015 P. Rotondo, M. Cosentino Lagomarsino, G. Viola
Replica symmetry breaking in cold atoms and spin glasses
2015 P. Rotondo, E. Tesio, S. Caracciolo