Samuele Fonio

According to our database, Samuele Fonio authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Hyperbolic Prototypical Entailment Cones for Image Classification.

Samuele Fonio, Roberto Esposito, Marco Aldinucci

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Benchmarking Parallelization Models through Karmarkar's Interior-point method.

Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, Iacopo Colonnelli, Marco Aldinucci

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

FedHP: Federated Learning with Hyperspherical Prototypical Regularization.

Samuele Fonio, Mirko Polato, Roberto Esposito

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Architecture-Based FedAvg for Vertical Federated Learning.

Bruno Casella, Samuele Fonio

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Benchmarking Federated Learning Frameworks for Medical Imaging Tasks.

Samuele Fonio

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Hierarchical priors for Hyperspherical Prototypical Networks.

Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, Dino Ienco, Roberto Esposito

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023