20 December 2022

• Andrea Silvi. Sequential to Parallel Federated Learning with Semantic-Aware Client Groupings. Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
• Andrea Rizzardi. Speeding up convergence while preserving privacy in Heterogeneous Federated Learning. Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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15 December 2023

• Pietro Cagnasso. Efficiency and Generalization in Federated Learning: Insights from Sharpness-Aware Minimization. Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023
• Luca Marcellino. Visual Transformers for Federated Learning: Exploring the Role of Architecture Layers in Generalization Enhancement. Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone. Politecnico di Torino, Master of science program in Data Science And Engineering, 2023

11 April 2024

• Amirshayan Nasirimajd. Sequential Domain Generalisation for Egocentric Action Recognition. Rel. Giuseppe Bruno Averta, Chiara Plizzari, Simone Alberto Peirone, Marco Ciccone. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024
  

  

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• Antonio De Cinque. Towards Temporal Consistency in Egocentric Object Detection for Open-Vocabulary Navigation. Rel. Giuseppe Bruno Averta, Claudia Cuttano, Gabriele Tiboni, Marco Ciccone. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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31 October 2024

• Davide Leo. Federated Learning: Tackling Heterogeneous Network Challenges in Distributed Deep Learning. Rel. Barbara Caputo, Marco Ciccone, Eros Fani'. Politecnico di Torino, Master of science program in Data Science And Engineering, 2024