GIAMBAGLI, LORENZO
GIAMBAGLI, LORENZO
Fisica e Astronomia
A Journey Through Reciprocal Space: from Deep Spectral Learning to Topological Signals
2024 Giambagli Lorenzo
Complex Recurrent Spectral Network
2024 Lorenzo Chicchi , Lorenzo Giambagli , Lorenzo Buffoni , Raffaele Marino , Duccio Fanelli
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
2025 Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino
Estimating global input relevance and enforcing sparse representations with a scalable spectral neural network approach
2026 Chicchi, Lorenzo; Buffoni, Lorenzo; Febbe, Diego; Giambagli, Lorenzo; Marino, Raffaele; Fanelli, Duccio
How a student becomes a teacher: learning and forgetting through spectral methods
2024 Giambagli, Lorenzo; Buffoni, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio
Learning in Wilson-Cowan Model for Metapopulation
2025 Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli
Machine learning in spectral domain
2021 Giambagli L.; Buffoni L.; Carletti T.; Nocentini W.; Fanelli D.
Nonparametric analysis of the Hubble diagram with neural networks
2023 Giambagli, Lorenzo; Fanelli, Duccio; Risaliti, Guido; Signorini, Matilde
Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification
2023 Chicchi L.; Fanelli D.; Giambagli L.; Buffoni L.; Carletti T.
Spectral pruning of fully connected layers
2022 Buffoni, Lorenzo; Civitelli, Enrico; Giambagli, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio
Stable attractors for neural networks classification via ordinary differential equations (SA-nODE)
2024 Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli , Duccio Fanelli
Training of sparse and dense deep neural networks: Fewer parameters, same performance
2021 Chicchi, Lorenzo; Giambagli, Lorenzo; Buffoni, Lorenzo; Carletti, Timoteo; Ciavarella, Marco; Fanelli, Duccio
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Journey Through Reciprocal Space: from Deep Spectral Learning to Topological Signals | 2024 | Giambagli Lorenzo | |
| Complex Recurrent Spectral Network | 2024 | Lorenzo Chicchi , Lorenzo Giambagli , Lorenzo Buffoni , Raffaele Marino , Duccio Fanelli | |
| Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise | 2025 | Lorenzo Chicchi, Duccio Fanelli, Diego Febbe, Lorenzo Buffoni, Francesca Di Patti, Lorenzo Giambagli, Raffaele Marino | |
| Estimating global input relevance and enforcing sparse representations with a scalable spectral neural network approach | 2026 | Chicchi, Lorenzo; Buffoni, Lorenzo; Febbe, Diego; Giambagli, Lorenzo; Marino, Raffaele; Fanelli, Duccio | |
| How a student becomes a teacher: learning and forgetting through spectral methods | 2024 | Giambagli, Lorenzo; Buffoni, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio | |
| Learning in Wilson-Cowan Model for Metapopulation | 2025 | Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Francesca Di Patti, Diego Febbe, Lorenzo Giambagli, Duccio Fanelli | |
| Machine learning in spectral domain | 2021 | Giambagli L.; Buffoni L.; Carletti T.; Nocentini W.; Fanelli D. | |
| Nonparametric analysis of the Hubble diagram with neural networks | 2023 | Giambagli, Lorenzo; Fanelli, Duccio; Risaliti, Guido; Signorini, Matilde | |
| Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification | 2023 | Chicchi L.; Fanelli D.; Giambagli L.; Buffoni L.; Carletti T. | |
| Spectral pruning of fully connected layers | 2022 | Buffoni, Lorenzo; Civitelli, Enrico; Giambagli, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio | |
| Stable attractors for neural networks classification via ordinary differential equations (SA-nODE) | 2024 | Raffaele Marino, Lorenzo Buffoni, Lorenzo Chicchi, Lorenzo Giambagli , Duccio Fanelli | |
| Training of sparse and dense deep neural networks: Fewer parameters, same performance | 2021 | Chicchi, Lorenzo; Giambagli, Lorenzo; Buffoni, Lorenzo; Carletti, Timoteo; Ciavarella, Marco; Fanelli, Duccio |