242 citations · 973 across the 54 of their papers we have counts for
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cs.LG2026
FRIEND: Federated Learning for Joint Optimization of multi-RIS Configuration and Eavesdropper Intelligent Detection in B5G Networks
Maria Lamprini A. Bartsioka, Ioannis A. Bartsiokas, Anastasios K. Papazafeiropoulos +3
As wireless systems evolve toward Beyond 5G (B5G), the adoption of cell-free (CF) millimeter-wave (mmWave) architectures combined with Reconfigurable Intelligent Surfaces (RIS) is…
cs.LG2021★ 1 cited
A Hybrid Architecture for Federated and Centralized Learning
Ahmet M. Elbir, Sinem Coleri, Anastasios K. Papazafeiropoulos +2
Many of the machine learning tasks rely on centralized learning (CL), which requires the transmission of local datasets from the clients to a parameter server (PS) entailing huge c…