Riccardo Zaccone

Titolo della tesi

Algorithms and architectures for distributed training of deep neural networks

Argomento di ricerca

Algorithms and architectures for distributed training of deep neural networks

Tutori

• Barbara Caputo
• Carlo Masone

• Award for "Gold-Reviewer" at ICML 2026 (2026)
• Award for "Top-Reviewer" at NeurIPS 2024 (2024)
• Award for "Top-Reviewer" at NeurIPS 2025 (2025)

Corso di laurea magistrale

• Machine learning and Deep learning. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Machine learning and Deep learning. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Corso di laurea di 1° livello

• Algoritmi e strutture dati. A.A. 2024/25, INGEGNERIA INFORMATICA. Collaboratore del corso
• Algoritmi e strutture dati. A.A. 2024/25, INGEGNERIA INFORMATICA. Collaboratore del corso
• Algoritmi e strutture dati. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso

• VANDAL - Visual and Multimodal Applied Learning Laboratory (DAUIN)

• Zaccone, Riccardo; Laskaridis, Stefanos; Ciccone, Marco; Horváth, Samuel (In stampa)
  FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment. In: 43rd International Conference on Machine Learning (ICML), Seoul, South Korea, July 6 - July 11, 2026. ISSN 2640-3498
  Contributo in Atti di Convegno (Proceeding)
• Zaccone, Riccardo; Praneeth Karimireddy, Sai; Masone, Carlo; Ciccone, Marco (2025)
  Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum. In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. ISSN 2835-8856
  Contributo su Rivista
• Berton, Gabriele; Junglas, Lorenz; Zaccone, Riccardo; Pollok, Thomas; Caputo, Barbara; ... (2025)
  MeshVPR: Citywide Visual Place Recognition Using 3D Meshes. In: 18th European Conference in Computer Vision (ECCV), Milano (IT), September 29 – October 4, 2024, pp. 321-339. ISSN 0302-9743. ISBN: 9783031729034
  Contributo in Atti di Convegno (Proceeding)
• Zaccone, Riccardo; Berton, Gabriele; Masone, Carlo (2024)
  Distributed training of CosPlace for large-scale visual place recognition. In: FRONTIERS IN ROBOTICS AND AI, vol. 11. ISSN 2296-9144
  Contributo su Rivista
• 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)