803 citations · 6.6k across the 155 of their papers we have counts for
179 papers
Adaptive Compression in Federated Learning via Side Information
Berivan Isik, Francesco Pase, Deniz Gunduz +3
The high communication cost of sending model updates from the clients to the server is a significant bottleneck for scalable federated learning (FL). Among existing approaches, sta…
Semantic Communication of Learnable Concepts
Francesco Pase, Szymon Kobus, Deniz Gunduz +1
We consider the problem of communicating a sequence of concepts, i.e., unknown and potentially stochastic maps, which can be observed only through examples, i.e., the mapping rules…
Improving the Efficiency of MIMO Simulations in ns-3
Matteo Pagin, Sandra Lagén, Biljana Bojović +2
Channel modeling is a fundamental task for the design and evaluation of wireless technologies and networks, before actual prototyping, commercial product development and real deplo…
Downlink Clustering-Based Scheduling of IRS-Assisted Communications With Reconfiguration Constraints
Alberto Rech, Matteo Pagin, Leonardo Badia +4
Intelligent reflecting surfaces (IRSs) are being widely investigated as a potential low-cost and energy-efficient alternative to active relays for improving coverage in next-genera…
Golden Modulation: a New and Effective Waveform for Massive IoT
Lorenzo Vangelista, Bruno Jechoux, Jean-Xavier Canonici +1
This paper considers massive Internet of Things systems, especially for LoW Power Wide Area Networks, that aim at connecting billions of low-cost devices with multi-year battery li…
A Markov Game of Age of Information From Strategic Sources With Full Online Information
Matteo Pagin, Leonardo Badia, Michele Zorzi
We investigate the performance of concurrent remote sensing from independent strategic sources, whose goal is to minimize a linear combination of the freshness of information and t…