Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Hyperbolic Prototypical Entailment Cones for Image Classification
    Samuele Fonio, Roberto Esposito, and Marco Aldinucci
    In The 28th International Conference on Artificial Intelligence and Statistics, 2025

2024

  1. Fedhp: Federated learning with hyperspherical prototypical regularization
    Samuele Fonio, Mirko Polato, Roberto Esposito, and 1 more author
    In ESANN 2024 proceedings, 2024
  2. Federated AdaBoost for Survival Analysis
    Oussama Harrak, Bruno Casella, Samuele Fonio, and 6 more authors
    In Proceedings of the ECML-PKDD Workshops, 2024
  3. Benchmarking Parallelization Models through Karmarkar’s Interior-point method
    Marco Edoardo Santimaria, Samuele Fonio, Giulio Malenza, and 2 more authors
    In 2024 32nd Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), 2024

2023

  1. Architecture-Based FedAvg for Vertical Federated Learning
    Bruno Casella, and Samuele Fonio
    In Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023
  2. Hierarchical priors for Hyperspherical Prototypical Networks
    Samuele Fonio, Lorenzo Paletto, Mattia Cerrato, and 3 more authors
    In ESANN 2023-Proceedings, 2023
  3. Benchmarking Federated Learning Frameworks for Medical Imaging Tasks
    Samuele Fonio
    In International Conference on Image Analysis and Processing, 2023