59 citations · 82 across the 16 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
A simple Sign-Bit Probabilistic Shaping Scheme
Vincent Corlay, Nicolas Gresset
We propose a new shaping scheme for the Gaussian channel whose complexity is approximately half the one of a binary distribution matcher (DM). The result is obtained as follows: We…