Francesco Pase

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Reinforcement Learning

Multi Armed Bandits

Top Venues

IEEE J. Sel. Areas Inf. Theory

Publications

Pietro Talli, Francesco Pase, Federico Chiariotti, Andrea Zanella, Michele Zorzi
Effective Communication with Dynamic Feature Compression. CoRR (2024)
Berivan Isik, Francesco Pase, Deniz Gündüz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi
Adaptive Compression in Federated Learning via Side Information. AISTATS (2024)
Francesco Pase, Marco Giordani, Sara Cavallero, Malte Schellmann, Josef Eichinger, Roberto Verdone, Michele Zorzi
A Distributed Neural Linear Thompson Sampling Framework to Achieve URLLC in Industrial IoT. CoRR (2024)
Berivan Isik, Francesco Pase, Deniz Gündüz, Tsachy Weissman, Michele Zorzi
Sparse Random Networks for Communication-Efficient Federated Learning. ICLR (2023)
Sara Cavallero, Nicole Sarcone Grande, Francesco Pase, Marco Giordani, Joseph Eichinger, Roberto Verdone, Michele Zorzi
A New Scheduler for URLLC in 5G NR IIoT Networks with Spatio-Temporal Traffic Correlations. ICC (2023)
Sara Cavallero, Nicole Sarcone Grande, Francesco Pase, Marco Giordani, Joseph Eichinger, Roberto Verdone, Michele Zorzi
A New Scheduler for URLLC in 5G NR IIoT Networks with Spatio-Temporal Traffic Correlations. CoRR (2023)
Francesco Pase, Szymon Kobus, Deniz Gündüz, Michele Zorzi
Semantic Communication of Learnable Concepts. CoRR (2023)
Francesco Pase, Szymon Kobus, Deniz Gündüz, Michele Zorzi
Semantic Communication of Learnable Concepts. ISIT (2023)
Berivan Isik, Francesco Pase, Deniz Gündüz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi
Communication-Efficient Federated Learning through Importance Sampling. CoRR (2023)
Pietro Talli, Francesco Pase, Federico Chiariotti, Andrea Zanella, Michele Zorzi
Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression. INFOCOM Workshops (2023)
Pietro Talli, Francesco Pase, Federico Chiariotti, Andrea Zanella, Michele Zorzi
Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression. CoRR (2023)
Francesco Pase, Deniz Gündüz, Michele Zorzi
Rate-Constrained Remote Contextual Bandits. CoRR (2022)
Francesco Pase, Marco Giordani, Giampaolo Cuozzo, Sara Cavallero, Joseph Eichinger, Roberto Verdone, Michele Zorzi
Distributed Resource Allocation for URLLC in IIoT Scenarios: A Multi-Armed Bandit Approach. GLOBECOM (Workshops) (2022)
Francesco Pase, Deniz Gündüz, Michele Zorzi
Rate-Constrained Remote Contextual Bandits. IEEE J. Sel. Areas Inf. Theory 3 (4) (2022)
Francesco Pase, Marco Giordani, Giampaolo Cuozzo, Sara Cavallero, Joseph Eichinger, Roberto Verdone, Michele Zorzi
Distributed Resource Allocation for URLLC in IIoT Scenarios: A Multi-Armed Bandit Approach. CoRR (2022)
Francesco Pase, Deniz Gündüz, Michele Zorzi
Remote Contextual Bandits. CoRR (2022)
Francesco Pase, Deniz Gündüz, Michele Zorzi
Remote Contextual Bandits. ISIT (2022)
Berivan Isik, Francesco Pase, Deniz Gündüz, Tsachy Weissman, Michele Zorzi
Sparse Random Networks for Communication-Efficient Federated Learning. CoRR (2022)
Giampaolo Cuozzo, Sara Cavallero, Francesco Pase, Marco Giordani, Joseph Eichinger, Chiara Buratti, Roberto Verdone, Michele Zorzi
Enabling URLLC in 5G NR IIoT Networks: A Full-Stack End-to-End Analysis. EuCNC (2022)
Francesco Pase, Marco Giordani, Michele Zorzi
On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI. ICC Workshops (2021)
Francesco Pase, Marco Giordani, Michele Zorzi
On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI. CoRR (2021)
Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control. IEEE Trans. Cogn. Commun. Netw. 7 (3) (2021)
Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control. CoRR (2021)
Federico Venturini, Federico Mason, Francesco Pase, Federico Chiariotti, Alberto Testolin, Andrea Zanella, Michele Zorzi
Distributed reinforcement learning for flexible UAV swarm control with transfer learning capabilities. DroNet@MobiSys (2020)
Francesco Pase, Federico Chiariotti, Andrea Zanella, Michele Zorzi
Bike Sharing and Urban Mobility in a Post-Pandemic World. IEEE Access 8 (2020)