MORA, ALESSIO
MORA, ALESSIO
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Ricercatori a tempo determinato
Federated Unlearning in Healthcare: Why It Matters
2025 Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo
I Trained That! Client-Side Proof of Participation in Federated Learning
2025 Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo
Is Client Unlearning Really Necessary in Federating Learning?
2025 Mora, Alessio; Bellavista, Paolo
SparsyFed: Sparse Adaptive Federated Training
2025 Guastella, Adriano; Sani, Lorenzo; Iacob, Alex; Mora, Alessio; Bellavista, Paolo; Lane, Nicholas D.
Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review
2024 Mora, Alessio; Bujari, Armir; Bellavista, Paolo
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics
2024 Romandini, Nicolò; Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo
FedUNRAN: On-device Federated Unlearning via Random Labels
2024 Mora, Alessio; Dominici, Luca; Bellavista, Paolo
Knowledge Distillation in Federated Learning: A Practical Guide
2024 Mora, A.; Tenison, I.; Bellavista, P.; Rish, I.
Membership Proof in Federated Learning via Cryptographic Accumulators
2024 Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo
Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation
2022 Mora, Alessio; Fantini, Davide; Bellavista, Paolo
Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning
2022 Mora, A; Foschini, L; Bellavista, P
Communication-Efficient Heterogeneous Federated Dropout in Cross-device Settings
2021 Bellavista, Paolo; Foschini, Luca; Mora, Alessio
Decentralised Learning in Federated Deployment Environments
2021 Bellavista, Paolo; Foschini, Luca; Mora, Alessio
Edge cloud as an enabler for distributed AI in industrial IoT applications: The experience of the iotwins project
2019 Bellavista P.; Mora A.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Federated Unlearning in Healthcare: Why It Matters | Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| I Trained That! Client-Side Proof of Participation in Federated Learning | Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo | 2025-01-01 | CLUSTER COMPUTING | - | 1.01 Articolo in rivista | - |
| Is Client Unlearning Really Necessary in Federating Learning? | Mora, Alessio; Bellavista, Paolo | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| SparsyFed: Sparse Adaptive Federated Training | Guastella, Adriano; Sani, Lorenzo; Iacob, Alex; Mora, Alessio; Bellavista, Paolo; Lane, Nicholas D. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review | Mora, Alessio; Bujari, Armir; Bellavista, Paolo | 2024-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | FGCS___Copy.pdf |
| Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics | Romandini, Nicolò; Mora, Alessio; Mazzocca, Carlo; Montanari, Rebecca; Bellavista, Paolo | 2024-01-01 | IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS | - | 1.01 Articolo in rivista | Federated_Unlearning_A_Survey_on_Methods_Design_Guidelines_and_Evaluation_Metrics.pdf |
| FedUNRAN: On-device Federated Unlearning via Random Labels | Mora, Alessio; Dominici, Luca; Bellavista, Paolo | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Knowledge Distillation in Federated Learning: A Practical Guide | Mora, A.; Tenison, I.; Bellavista, P.; Rish, I. | 2024-01-01 | IJCAI | - | 4.01 Contributo in Atti di convegno | - |
| Membership Proof in Federated Learning via Cryptographic Accumulators | Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo | 2024-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | BCCA2024.pdf |
| Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation | Mora, Alessio; Fantini, Davide; Bellavista, Paolo | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning | Mora, A; Foschini, L; Bellavista, P | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | SSTC_IEEE_VTC_Edge_AI_am.pdf |
| Communication-Efficient Heterogeneous Federated Dropout in Cross-device Settings | Bellavista, Paolo; Foschini, Luca; Mora, Alessio | 2021-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Decentralised Learning in Federated Deployment Environments | Bellavista, Paolo; Foschini, Luca; Mora, Alessio | 2021-01-01 | ACM COMPUTING SURVEYS | - | 1.01 Articolo in rivista | Dec__Learning_Last___ACM_Journals___After_Reviews___in_37_pages (1).pdf |
| Edge cloud as an enabler for distributed AI in industrial IoT applications: The experience of the iotwins project | Bellavista P.; Mora A. | 2019-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | - |