CORBUCCI, LUCA Statistiche
CORBUCCI, LUCA
DIPARTIMENTO DI INFORMATICA
An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items
2025-01-01 Corbucci, Luca; Borges Legrottaglie, Javier Alejandro; Spinnato, Francesco; Monreale, Anna; Guidotti, Riccardo
Enhancing Local Explanations with GAN-Based Neighborhood Generation
2025-01-01 Corbucci, Luca; Naretto, Francesca; Monreale, Anna
Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection
2024-01-01 Corbucci, L.; Monreale, A.; Pellungrini, R.
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning
2024-01-01 Corbucci, L.; Heikkila, M. A.; Noguero, D. S.; Monreale, A.; Kourtellis, N.
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning
2024-01-01 Corbucci, Luca; Heikkilä, Mikko A.; Noguero, David Solans; Monreale, Anna; Kourtellis, Nicolas
Explaining Black-Boxes in Federated Learning
2023-01-01 Corbucci, L.; Guidotti, R.; Monreale, A.
Semantic Enrichment of Explanations of AI Models for Healthcare
2023-01-01 Corbucci, L.; Monreale, A.; Panigutti, C.; Natilli, M.; Smiraglio, S.; Pedreschi, D.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| An Interpretable Data-Driven Unsupervised Approach for the Prevention of Forgotten Items | 1-gen-2025 | Corbucci, Luca; Borges Legrottaglie, Javier Alejandro; Spinnato, Francesco; Monreale, Anna; Guidotti, Riccardo | |
| Enhancing Local Explanations with GAN-Based Neighborhood Generation | 1-gen-2025 | Corbucci, Luca; Naretto, Francesca; Monreale, Anna | |
| Enhancing Privacy and Utility in Federated Learning: A Hybrid P2P and Server-Based Approach with Differential Privacy Protection | 1-gen-2024 | Corbucci, L.; Monreale, A.; Pellungrini, R. | |
| PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning | 1-gen-2024 | Corbucci, L.; Heikkila, M. A.; Noguero, D. S.; Monreale, A.; Kourtellis, N. | |
| PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning | 1-gen-2024 | Corbucci, Luca; Heikkilä, Mikko A.; Noguero, David Solans; Monreale, Anna; Kourtellis, Nicolas | |
| Explaining Black-Boxes in Federated Learning | 1-gen-2023 | Corbucci, L.; Guidotti, R.; Monreale, A. | |
| Semantic Enrichment of Explanations of AI Models for Healthcare | 1-gen-2023 | Corbucci, L.; Monreale, A.; Panigutti, C.; Natilli, M.; Smiraglio, S.; Pedreschi, D. |