Decentralised learning in federated deployment environments: A system-level survey P Bellavista, L Foschini, A Mora ACM Computing Surveys (CSUR) 54 (1), 1-38, 2021 | 69 | 2021 |
Knowledge distillation for federated learning: a practical guide A Mora, I Tenison, P Bellavista, I Rish arXiv preprint arXiv:2211.04742, 2022 | 24 | 2022 |
Edge Cloud as an Enabler for Distributed AI in Industrial IoT Applications: the Experience of the IoTwins Project. P Bellavista, A Mora AI&IoT@ AI* IA, 1-15, 2019 | 7 | 2019 |
Game theoretic analysis of AoI efficiency for participatory and federated data ecosystems A Buratto, A Mora, A Bujari, L Badia 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | 5 | 2023 |
Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation A Mora, D Fantini, P Bellavista 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC), 336-341, 2022 | 5 | 2022 |
Structured sparse ternary compression for convolutional layers in federated learning A Mora, L Foschini, P Bellavista 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-5, 2022 | 4 | 2022 |
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics N Romandini, A Mora, C Mazzocca, R Montanari, P Bellavista arXiv preprint arXiv:2401.05146, 2024 | 2 | 2024 |
Enhancing generalization in federated learning with heterogeneous data: A comparative literature review A Mora, A Bujari, P Bellavista Future Generation Computer Systems, 2024 | 1 | 2024 |
Towards an Open Translation Environment for Supporting Translators in the Materials Domain. FJ Ekaputra, F Piroi, M Noeske, J Friis, A Calvio, N Konchakova, R Foidl, ... FOMI, 2022 | 1 | 2022 |
Communication-efficient heterogeneous federated dropout in cross-device settings P Bellavista, L Foschini, A Mora 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 1 | 2021 |
Concepts and methods for efficient decentralized learning in federated settings A Mora alma, 2023 | | 2023 |
Federated Deployment Environments: A System-Level Survey (2021), ACM COMPUTING SURVEYS. vol. 54, n. 1, issn 0360-0300 P Bellavista, L Foschini, A Mora | | 2018 |