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ADAPTIVELY ADJUSTING INFLUENCE IN FEDERATED LEARNING MODEL UPDATES
ADAPTIVELY ADJUSTING INFLUENCE IN FEDERATED LEARNING MODEL UPDATES
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机译:在联合学习模型更新中自适应调整影响
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摘要
Techniques for improved federated learning are provided. One or more queries are issued to a plurality of participants in a federated learning system, and one or more replies are received from the plurality of participants. A first aggregated model is generated based on the one or more relies and a first influence vector. Upon determining that a predefined criterion is satisfied, a second influence vector modifying a weight of a first participant of the plurality of participants is generated. A second aggregated model is generated based on the one or more replies and the second influence vector.
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