406 citations · 635 across the 64 of their papers we have counts for
4 papers · 1 filter
Over-the-Air Federated Learning with Retransmissions (Extended Version)
Henrik Hellström, Viktoria Fodor, Carlo Fischione
Motivated by increasing computational capabilities of wireless devices, as well as unprecedented levels of user- and device-generated data, new distributed machine learning (ML) me…
On the Primal Feasibility in Dual Decomposition Methods Under Additive and Bounded Errors
Hansi Abeynanda, Chathuranga Weeraddana, G. H. J. Lanel +1
With the unprecedented growth of signal processing and machine learning application domains, there has been a tremendous expansion of interest in distributed optimization methods t…
Wireless for Control: Over-the-Air Controller
Pangun Park, Piergiuseppe Di Marco, Carlo Fischione
In closed-loop wireless control systems, the state-of-the-art approach prescribes that a controller receives by wireless communications the individual sensor measurements, and then…
Simultaneous Wireless Information and Power Transfer for Federated Learning
José Mairton B. da Silva, Konstantinos Ntougias, Ioannis Krikidis +2
In the Internet of Things, learning is one of most prominent tasks. In this paper, we consider an Internet of Things scenario where federated learning is used with simultaneous tra…