3 citations · 3 across the 3 of their papers we have counts for
3 papers
Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach
Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere
Synchronous federated learning scales poorly due to the straggler effect. Asynchronous algorithms increase the update throughput by processing updates upon arrival, but they introd…
Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency
Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere +1
Synchronous federated learning (FL) scales poorly with the number of clients due to the straggler effect. Algorithms like FedAsync and GeneralizedFedAsync address this limitation b…
Open data for Moroccan license plates for OCR applications : data collection, labeling, and model construction
Abdelkrim Alahyane, Mohamed El Fakir, Saad Benjelloun +1
Significant number of researches have been developed recently around intelligent system for traffic management, especially, OCR based license plate recognition, as it is considered…