573 citations · 946 across the 12 of their papers we have counts for
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cs.LG2025
PSI-PFL: Population Stability Index for Client Selection in non-IID Personalized Federated Learning
Daniel-M. Jimenez-Gutierrez, David Solans, Mohammed Elbamby +1
Federated Learning (FL) enables decentralized machine learning (ML) model training while preserving data privacy by keeping data localized across clients. However, non-independent…
cs.NI2025
RAG-Enabled Intent Reasoning for Application-Network Interaction
Salwa Mostafa, Mohamed K. Abdel-Aziz, Mohammed S. Elbamby +1
Intent-based network (IBN) is a promising solution to automate network operation and management. IBN aims to offer human-tailored network interaction, allowing the network to commu…