Bike sharing and urban mobility in a post-pandemic world F Pase, F Chiariotti, A Zanella, M Zorzi IEEE Access 8, 187291-187306, 2020 | 78 | 2020 |
Sparse Random Networks for Communication-Efficient Federated Learning F Pase*, B Isik*, D Gunduz, T Weissman, M Zorzi International Conference on Learning Representation - ICLR 2023, 2023 | 38* | 2023 |
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control F Venturini, F Mason, F Pase, F Chiariotti, A Testolin, A Zanella, M Zorzi IEEE Transactions on Cognitive Communications and Networking, 2021 | 31 | 2021 |
Distributed reinforcement learning for flexible UAV swarm control with transfer learning capabilities F Venturini, F Mason, F Pase, F Chiariotti, A Testolin, A Zanella, M Zorzi Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks …, 2020 | 24 | 2020 |
Enabling URLLC in 5G NR IIoT networks: A full-stack end-to-end analysis G Cuozzo, S Cavallero, F Pase, M Giordani, J Eichinger, C Buratti, ... 2022 Joint European Conference on Networks and Communications & 6G Summit …, 2022 | 16 | 2022 |
On the convergence time of federated learning over wireless networks under imperfect CSI F Pase, M Giordani, M Zorzi 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 14 | 2021 |
Distributed resource allocation for URLLC in IIoT scenarios: A multi-armed bandit approach F Pase, M Giordani, G Cuozzo, S Cavallero, J Eichinger, R Verdone, ... 2022 IEEE Globecom Workshops (GC Wkshps), 383-388, 2022 | 10 | 2022 |
Rate-Constrained Remote Contextual Bandits F Pase, D Gündüz, M Zorzi IEEE Journal on Selected Areas in Information Theory, 2022 | 7 | 2022 |
Remote contextual bandits F Pase, D Gündüz, M Zorzi 2022 IEEE International Symposium on Information Theory (ISIT), 1665-1670, 2022 | 6 | 2022 |
Leveraging Side Information for Communication-Efficient Federated Learning F Pase*, B Isik*, D Gunduz, S Koyejo, T Weissman, M Zorzi ICML Federated Learning Workshop, 2023 | 5* | 2023 |
Semantic and effective communication for remote control tasks with dynamic feature compression P Talli, F Pase, F Chiariotti, A Zanella, M Zorzi IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | 4 | 2023 |
A New Scheduler for URLLC in 5G NR IIoT Networks with Spatio-Temporal Traffic Correlations S Cavallero, NS Grande, F Pase, M Giordani, J Eichinger, R Verdone, ... IEEE International Conference on Communications - ICC 2023, 2023 | 4 | 2023 |
Semantic Communication of Learnable Concepts F Pase, S Kobus, D Gunduz, M Zorzi IEEE International Symposium on Information Theory 2023, 2023 | 3 | 2023 |
Efficient Federated Random Subnetwork Training F Pase*, B Isik*, D Gunduz, T Weissman, M Zorzi NeurIPS Workshop on Federated Learning: Recent Advances and New Challenges …, 2022 | 2 | 2022 |
Effective Communication with Dynamic Feature Compression P Talli, F Pase, F Chiariotti, A Zanella, M Zorzi arXiv preprint arXiv:2401.16236, 2024 | 1 | 2024 |
A Distributed Neural Linear Thompson Sampling Framework to Achieve URLLC in Industrial IoT F Pase, M Giordani, S Cavallero, M Schellmann, J Eichinger, R Verdone, ... arXiv preprint arXiv:2401.06135, 2023 | 1 | 2023 |
Digital Twins in Power Electronics: A Comprehensive Approach to Enhance Virtual Thermal Sensing R Torchio, F Conte, M Scarpa, M Filippini, F Pase, F Toso, PS Nasab, ... Authorea Preprints, 2024 | | 2024 |
Adaptive Compression in Federated Learning via Side Information B Isik*, F Pase*, D Gunduz, S Koyejo, T Weissman, M Zorzi International Conference on Artificial Intelligence and Statistics (AISTATS …, 2024 | | 2024 |
Design and Experimental Validation of a Multiphysics Twin of a High Voltage EV Motor R Torchio, F Conte, A Martin, N Bianchi, M De Soricellis, F Toso, F Pase, ... Authorea Preprints, 2024 | | 2024 |
On the Role of Information in Distributed Learning F Pase Università degli studi di Padova, 2024 | | 2024 |