Giuseppe Di Giacomo

Publication Activity (10 Years)

Years Active: 2021-2025
Publications (10 Years): 13

Top Topics

Vessel Segmentation

Machine Learning Models

Data Availability

Top Venues

IEEE/ACM Trans. Netw.

Publications

Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla-Fabiana Chiasserini
Dependable Distributed Training of Compressed Machine Learning Models. WoWMoM (2025)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Tuning DNN Model Compression to Resource and Data Availability in Cooperative Training. IEEE/ACM Trans. Netw. 32 (2) (2024)
Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla-Fabiana Chiasserini
Dependable Distributed Training of Compressed Machine Learning Models. CoRR (2024)
Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
Multi-View Latent Diffusion. BigData (2023)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Matching DNN Compression and Cooperative Training with Resources and Data Availability. INFOCOM (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Efficient Distributed DNNs in the Mobile-Edge-Cloud Continuum. IEEE/ACM Trans. Netw. 31 (4) (2023)
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
Designing Logic Tensor Networks for Visual Sudoku Puzzle Classification. NeSy (2023)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum. CoRR (2022)
Giuseppe Di Giacomo, Jérôme Härri, Carla-Fabiana Chiasserini
Edge-assisted Gossiping Learning: Leveraging V2V Communications Between Connected Vehicles. ITSC (2022)
Vien Ngoc Dang, Francesco Galati, Rosa Cortese, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Karim Lekadir, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation. Medical Image Anal. 75 (2022)
Francesco Malandrino, Carla-Fabiana Chiasserini, Giuseppe Di Giacomo
Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud Continuum. WONS (2022)
Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla-Fabiana Chiasserini
Matching DNN Compression and Cooperative Training with Resources and Data Availability. CoRR (2022)
Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation. CoRR (2021)