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Slingshot: Globally Favorable Local Updates for Federated Learning

Federated Learning (FL), as a promising distributed learning paradigm, is proposed to solve the contradiction between the data hunger of modern machine learning and the increasingly stringent need for data privacy. However, clients naturally present different distributions of their local data and in...

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Autors principals: Jialiang Liu, Huawei Huang, Chun Wang, Sicong Zhou, Ruixin Li, Zibin Zheng
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2024-01-01
Col·lecció:IEEE Open Journal of the Computer Society
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Accés en línia:https://ieeexplore.ieee.org/document/10411043/
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