3 citations · 4 across the 5 of their papers we have counts for
5 papers
More Communication Does Not Result in Smaller Generalization Error in Federated Learning
Romain Chor, Milad Sefidgaran, Abdellatif Zaidi
We study the generalization error of statistical learning models in a Federated Learning (FL) setting. Specifically, there are devices or clients, each holding an independent o…
Secure Lossy Source Coding for Some Classes of Helper and Gray-Wyner Models
Meryem Benammar, Abdellatif Zaidi
In this work, we investigate two source coding models, a \emph{Helper} problem and a \emph{Gray-Wyner} problem, under equivocation constraints. Specifically, in the Helper problem,…
In-network Compression for Multiterminal Cascade MIMO Systems
Inaki Estella Aguerri, Abdellatif Zaidi
We study the problem of receive beamforming in uplink cascade multiple-input multiple-output (MIMO) systems as an instance of that of cascade multiterminal source coding for lossy…
On Achievability for Downlink Cloud Radio Access Networks with Base Station Cooperation
Chien-Yi Wang, Michèle Wigger, Abdellatif Zaidi
This work investigates the downlink of a cloud radio access network (C-RAN) in which a central processor communicates with two mobile users through two base stations (BSs). The BSs…
Compute-and-Forward on a Multi-User Multi-Relay Channel
Mohieddine El Soussi, Abdellatif Zaidi, Luc Vandendorpe
In this paper, we consider a system in which multiple users communicate with a destination with the help of multiple half-duplex relays. Based on the compute-and-forward scheme, ea…