Alessio Mora

According to our database, Alessio Mora authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing generalization in Federated Learning with heterogeneous data: A comparative literature review.

Alessio Mora, Armir Bujari, Paolo Bellavista

Future Gener. Comput. Syst., 2024

FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher.

Alessio Mora, Lorenzo Valerio, Paolo Bellavista, Andrea Passarella

CoRR, 2024

Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics.

Nicolò Romandini, Alessio Mora, Carlo Mazzocca, Rebecca Montanari, Paolo Bellavista

CoRR, 2024

Knowledge Distillation in Federated Learning: A Practical Guide.

Alessio Mora, Irene Tenison, Paolo Bellavista, Irina Rish

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Concepts and methods for efficient decentralized learning in federated settings.

Alessio Mora

PhD thesis, 2023

Game Theoretic Analysis of AoI Efficiency for Participatory and Federated Data Ecosystems.

Alessandro Buratto, Alessio Mora, Armir Bujari, Leonardo Badia

Proceedings of the IEEE International Conference on Communications, 2023

2022

Decentralised Learning in Federated Deployment Environments: A System-Level Survey.

Paolo Bellavista, Luca Foschini, Alessio Mora

ACM Comput. Surv., 2022

Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning.

Alessio Mora, Luca Foschini, Paolo Bellavista

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation.

Alessio Mora, Davide Fantini, Paolo Bellavista

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Towards an Open Translation Environment for Supporting Translators in the Materials Domain.

Fajar J. Ekaputra, Florina Piroi, Michael Noeske, Jesper Friis, Alessandro Calvio, Natalia A. Konchakova, Raffael Foidl, Welchy Leite Cavalcanti, Luca Foschini, Thomas F. Hagelien, Alessio Mora, Casper W. Andersen, Barbara Andreon

Proceedings of the 12th International Workshop on Formal Ontologies meet Industry (FOMI 2022) Co-located with workshops about the Industrial Ontology Foundry (IOF) and the European project OntoCommons (EU H2020 project), 2022

2021

Communication-Efficient Heterogeneous Federated Dropout in Cross-device Settings.

Paolo Bellavista, Luca Foschini, Alessio Mora

Proceedings of the IEEE Global Communications Conference, 2021

2019

Edge Cloud as an Enabler for Distributed AI in Industrial IoT Applications: the Experience of the IoTwins Project.

Paolo Bellavista, Alessio Mora

Proceedings of the 1st Workshop on Artificial Intelligence and Internet of Things co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019