3 citations · 8 across the 33 of their papers we have counts for
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cs.LG2021
User-Centric Federated Learning
Mohamad Mestoukirdi, Matteo Zecchin, David Gesbert +2
Data heterogeneity across participating devices poses one of the main challenges in federated learning as it has been shown to greatly hamper its convergence time and generalizatio…
cs.IT2021
LIDAR and Position-Aided mmWave Beam Selection with Non-local CNNs and Curriculum Training
Matteo Zecchin, Mahdi Boloursaz Mashhadi, Mikolaj Jankowski +3
Efficient millimeter wave (mmWave) beam selection in vehicle-to-infrastructure (V2I) communication is a crucial yet challenging task due to the narrow mmWave beamwidth and high use…