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Semantic utility-driven client selection for task-oriented split federated learning

Abstract Task-oriented split federated learning (TOSFL) is a collaborative intelligence framework that integrates split learning and semantic communication, which holds great promise for edge intelligence. However, its practical application is hampered by inherent information asymmetry, which severe...

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主要な著者: Zepei Liu, Zhigang Jin, Yu Ding, Xuyang Chen, Xiaodong Wu
フォーマット: Artigo
言語:Inglês
出版事項: Springer 2025-12-01
シリーズ:Complex & Intelligent Systems
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オンライン・アクセス:https://doi.org/10.1007/s40747-025-02206-y
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