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Results for “"Zhewei Yao"”

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Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models

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Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan et al.

Journal: 2021 IEEE International Conference on Big Data (Big Data)Year: 2021Citations: 75

Federated learning (FL) is a promising way to use the computing power of mobile devices while maintaining the privacy of users. Current work in FL, however, makes the unrealistic assumption that the users have ground-truth labels on their devices, while also assuming that the server has neither data...

Physical SciencesComputer ScienceArtificial Intelligence
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