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Titlebook: Communication Efficient Federated Learning for Wireless Networks; Mingzhe Chen,Shuguang Cui Book 2024 The Editor(s) (if applicable) and Th

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https://doi.org/10.1007/3-540-29274-8In this chapter, we first discuss the basic principle and techniques of over the air computation (AirComp), and then explore its deployment in a communication-efficient FL system.
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Federated Learning with Over the Air Computation,In this chapter, we first discuss the basic principle and techniques of over the air computation (AirComp), and then explore its deployment in a communication-efficient FL system.
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Federated Learning for Mobile Edge Computing, this problem, a support vector machine (SVM)-based FL algorithm is used to determine the user association proactively. The introduced SVM-based FL method enables each HAB to cooperatively build an SVM model that can determine all user associations without any transmissions of either user historical
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Communication Efficient Federated Learning for Wireless Networks
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Biologische Informationsverarbeitung, this problem, a support vector machine (SVM)-based FL algorithm is used to determine the user association proactively. The introduced SVM-based FL method enables each HAB to cooperatively build an SVM model that can determine all user associations without any transmissions of either user historical
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