research
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09/19/2023
Sparser Random Networks Exist: Enforcing Communication-Efficient Federated Learning via Regularization
This work presents a new method for enhancing communication efficiency i...
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04/25/2023
User-Centric Federated Learning: Trading off Wireless Resources for Personalization
Statistical heterogeneity across clients in a Federated Learning (FL) sy...
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06/04/2022
UAV-Aided Multi-Community Federated Learning
In this work, we investigate the problem of an online trajectory design ...
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10/19/2021