Giuseppe Di Giacomo

All Publications

  1. Malandrino, F.; Di Giacomo, G.; Levorato, M.; Chiasserini, C. F., Dependable Distributed Training of Compressed Machine Learning Models, in: IEEE WoWMoM 2024, 2024
  2. DI GIACOMO, Giuseppe; Malandrino, Francesco; Chiasserini, Carla Fabiana, Generosity Pays Off: A Game-Theoretic Study of Cooperation in Decentralized Learning, in: IEEE ICC 2024 Workshop on Edge Learning over 5G Mobile Networks and Beyond, 2024
  3. Malandrino, Francesco; Chiasserini, Carla Fabiana; DI GIACOMO, Giuseppe, Efficient Distributed DNNs in the Mobile-edge-cloud Continuum, 2023
  4. Malandrino, F.; Di Giacomo, G.; Karamzade, A.; Levorato, M.; Chiasserini, C. F., Matching DNN Compression and Cooperative Training with Resources and Data Availability, in: IEEE INFOCOM 2023, 2023
  5. DI GIACOMO, Giuseppe; Franzese, Giulio; Cerquitelli, Tania; Chiasserini, Carla Fabiana; Michiardi, Pietro, Multi-View Latent Diffusion, in: 2023 IEEE International Conference on Big Data, 2023
  6. Malandrino, Francesco; Di Giacomo, Giuseppe; Karamzade, Armin; Levorato, Marco; Chiasserini, Carla Fabiana, Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training, in: IEEE-ACM TRANSACTIONS ON NETWORKING, 2023
  7. Di Giacomo, G.; Haerri, Jerome; Chiasserini, Carla Fabiana, Edge-assisted Gossiping Learning: Leveraging V2V Communications between Connected Vehicles, in: 25th IEEE Intelligent Transportation Systems Conference (ITSC 2022), 2022
  8. Malandrino, F.; Chiasserini, C. F.; Di Giacomo, G., Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum, in: 2022 17th Wireless On-Demand Network Systems and Services Conference (WONS), 2022