GHERARDI, MARCO
GHERARDI, MARCO
Dipartimento di Fisica Aldo Pontremoli
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
Remote teaching data-driven physical modeling through a COVID-19 open-ended data challenge
2022 M. COSENTINO LAGOMARSINO, G. Pacifico, V. Firmano, E. Bella, P. Benzoni, J. Grilli, F. Bassetti, F. Capuani, P. Cicuta, M. Gherardi
A modified fluctuation-test framework characterizes the population dynamics and mutation rate of colorectal cancer persister cells
2022 M. Russo, S. Pompei, A. Sogari, M. Corigliano, G. Crisafulli, A. Puliafito, S. Lamba, J. Erriquez, A. Bertotti, M. Gherardi, F. Di Nicolantonio, A. Bardelli, M. Cosentino Lagomarsino
Universal mean field upper bound for the generalisation gap of deep neural networks
2022 S. Ariosto, R. Pacelli, F. Ginelli, M. Gherardi, P. Rotondo
Solvable model for the linear separability of structured data
2021 M. Gherardi
Criticality and conformality in the random dimer model
2021 S. Caracciolo, R. Fabbricatore, M. Gherardi, R. Marino, G. Parisi, G. Sicuro
An evolutionary model identifies the main evolutionary biases for the evolution of genome-replication profiles
2021 R. Droghetti, N. Agier, G. Fischer, M. Gherardi, M. Cosentino Lagomarsino
Counting the learnable functions of geometrically structured data
2020 P. Rotondo, M.C. Lagomarsino, M. Gherardi
Statistical learning theory of structured data
2020 M. Pastore, P. Rotondo, V. Erba, M. Gherardi
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
Cooperative effects on the compaction of DNA fragments by the nucleoid protein H-NS and the crowding agent PEG probed by Magnetic Tweezers
2020 M. Cristofalo, C.A. Marrano, D. Salerno, R. Corti, V. Cassina, A. Mammola, M. Gherardi, B. Sclavi, M. Cosentino Lagomarsino, F. Mantegazza
Efficiency and shrinking in evolving networks
2019 A. Bottinelli, M. Gherardi, M. Barthelemy
Intrinsic dimension estimation for locally undersampled data
2019 V. Erba, M. Gherardi, P. Rotondo
Adaptive mutability of colorectal cancers in response to targeted therapies
2019 M. Russo, G. Crisafulli, A. Sogari, N.M. Reilly, S. Arena, S. Lamba, A. Bartolini, V. Amodio, A. Magrì, L. Novara, I. Sarotto, Z.D. Nagel, C.G. Piett, A. Amatu, A. Sartore-Bianchi, S. Siena, A. Bertotti, L. Trusolino, M. Corigliano, M. Gherardi, M.C. Lagomarsino, F. Di Nicolantonio, A. Bardelli
Network model of conviction-driven social segregation
2019 G. Teza, S. Suweis, M. Gherardi, A. Maritan, M. Cosentino Lagomarsino
Chromosome Structure and Dynamics in Bacteria: Theory and Experiments
2019 M. Gherardi, V. Scolari, R.T. Dame, M.C. Lagomarsino
Generalization from correlated sets of patterns in the perceptron
2019 F. Borra, M. Cosentino Lagomarsino, P. Rotondo, M. Gherardi
Jack on a Devil’s Staircase
2018 A. Di Gioacchino, M. Gherardi, L.G. Molinari, P. Rotondo