Foto del docente

Alessio Mora

Assegnista di ricerca

Centro Interdipartimentale di Ricerca Industriale su ICT

Pubblicazioni

Mora, Alessio; Fantini, Davide; Bellavista, Paolo, Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation, in: Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, IEEE, 2022, pp. 336 - 341 (atti di: 7th IEEE/ACM Symposium on Edge Computing (SEC 2022), Seattle, WA, USA, December 5-8, 2022) [Contributo in Atti di convegno]

Mora, A; Foschini, L; Bellavista, P, Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning, in: 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE VTS ... VEHICULAR TECHNOLOGY CONFERENCE», 2022, 2022, pp. 1 - 5 (atti di: 95th IEEE Vehicular Technology Conference - Spring, VTC 2022 -, Helsinki, Finland, 19-22 June 2022) [Contributo in Atti di convegno]Open Access

Bellavista, Paolo; Foschini, Luca; Mora, Alessio, Communication-Efficient Heterogeneous Federated Dropout in Cross-device Settings, in: Proceedings of IEEE Globecom 2021, Piscataway, IEEE, 2021, pp. 1 - 6 (atti di: 2021 IEEE Global Communications Conference (GLOBECOM), Madrid, 7-11 Dec 2021) [Contributo in Atti di convegno]

Bellavista, Paolo; Foschini, Luca; Mora, Alessio, Decentralised Learning in Federated Deployment Environments, «ACM COMPUTING SURVEYS», 2021, 54, Article number: 15, pp. 1 - 38 [articolo]Open Access

Bellavista P.; Mora A., Edge cloud as an enabler for distributed AI in industrial IoT applications: The experience of the iotwins project, in: CEUR Workshop Proceedings, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2019, 2502, pp. 1 - 15 (atti di: 1st Workshop on Artificial Intelligence and Internet of Things, AI and IoT 2019, ita, 2019) [Contributo in Atti di convegno]

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