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02/21/2023
Fusion of Global and Local Knowledge for Personalized Federated Learning
Personalized federated learning, as a variant of federated learning, tra...
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02/21/2023
FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy
Federated learning is an emerging distributed machine learning framework...
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01/27/2022
Achieving Personalized Federated Learning with Sparse Local Models
Federated learning (FL) is vulnerable to heterogeneously distributed dat...
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02/10/2021
Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply
With astonishing speed, bandwidth, and scale, Mobile Edge Computing (MEC...
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11/17/2020
Stochastic Client Selection for Federated Learning with Volatile Clients
Federated Learning (FL), arising as a novel secure learning paradigm, ha...
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11/03/2020