Giuseppe Di Giacomo

According to our database, Giuseppe Di Giacomo authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Dependable Distributed Training of Compressed Machine Learning Models.

Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla-Fabiana Chiasserini

Proceedings of the 25th IEEE International Symposium on a World of Wireless, 2025

2024

Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training.

Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini

IEEE/ACM Trans. Netw., April, 2024

2023

Efficient Distributed DNNs in the Mobile-Edge-Cloud Continuum.

Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo

IEEE/ACM Trans. Netw., August, 2023

Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification.

Lia Morra, Alberto Azzari, Letizia Bergamasco, Marco Braga, Luigi Capogrosso, Federico Delrio, Giuseppe Di Giacomo, Simone Eiraudo, Giorgia Ghione, Rocco Giudice, Alkis Koudounas, Luca Piano, Daniele Rege Cambrin, Matteo Risso, Marco Rondina, Alessandro Sebastian Russo, Marco Russo, Francesco Taioli, Lorenzo Vaiani, Chiara Vercellino

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

Matching DNN Compression and Cooperative Training with Resources and Data Availability.

Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini

Proceedings of the IEEE INFOCOM 2023, 2023

Multi-View Latent Diffusion.

Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation.

Vien Ngoc Dang, Francesco Galati, Rosa Cortese, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Karim Lekadir, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga

Medical Image Anal., 2022

Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum.

Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo

Proceedings of the 17th Wireless On-Demand Network Systems and Services Conference, 2022

Edge-assisted Gossiping Learning: Leveraging V2V Communications Between Connected Vehicles.

Giuseppe Di Giacomo, Jérôme Härri, Carla-Fabiana Chiasserini

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation.

Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga

CoRR, 2021