Tutors

• Barbara Caputo

• Vincita borsa di studio messa in palio dalla Foundation Blanceflor Boncompagni Ludovisi per supportare il periodo di ricerca presso la Stanford University. (2023)

Master of Science

• Advanced Machine Learning. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Bachelor of Science

• Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

• Caldarola, Debora; Caputo, Barbara; Ciccone, Marco (In stampa)
  Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. In: International Conference on Computer Vision Workshop 2023, Parigi (FR)
  Contributo in Atti di Convegno (Proceeding)
• Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, ... (2023)
  Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning. In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii (USA), 02-07 January 2023, pp. 444-454
  Contributo in Atti di Convegno (Proceeding)
• Caldarola, Debora; Caputo, Barbara; Ciccone, Marco (2022)
  Improving Generalization in Federated Learning by Seeking Flat Minima. In: Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, 23-27 Ottobre 2022, pp. 654-672. ISBN: 978-3-031-20049-6
  Contributo in Atti di Convegno (Proceeding)
• Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; ... (2022)
  FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving. In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022), Kyoto (JPN), 23-27 October 2022, pp. 11504-11511
  Contributo in Atti di Convegno (Proceeding)
• Zaccone, Riccardo; Rizzardi, Andrea; Caldarola, Debora; Ciccone, Marco; Caputo, Barbara (2022)
  Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients. In: 26th International Conference on Pattern Recognition (ICPR), Montréal, Québec (Canada), 21-25 August 2022, pp. 3376-3382
  Contributo in Atti di Convegno (Proceeding)