2 papers
cs.LG2024
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…
eess.SP2024
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…