Hierarchical priors for Hyperspherical Prototypical Networks. - Samuele Fonio; Lorenzo Paletto; Mattia Cerrato; Dino Ienco; Roberto Esposito (ESANN, 2023)

Benchmarking Federated Learning Frameworks for Medical Imaging Tasks. - Samuele Fonio (ICIAP Workshops (2), 2023)

Architecture-Based FedAvg for Vertical Federated Learning. - Bruno Casella; Samuele Fonio (UCC, 2023)

FedHP: Federated Learning with Hyperspherical Prototypical Regularization. - Samuele Fonio; Mirko Polato; Roberto Esposito (ESANN, 2024)

Benchmarking Parallelization Models through Karmarkar's Interior-point method. - Marco Edoardo Santimaria; Samuele Fonio; Giulio Malenza; Iacopo Colonnelli; Marco Aldinucci (PDP, 2024)

Hyperbolic Prototypical Entailment Cones for Image Classification. - Samuele Fonio; Roberto Esposito; Marco Aldinucci (AISTATS, 2025)