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Tian, 2023 - Google Patents

Mitigations for Non-IID labels in Federated XGBoost Classification

Tian, 2023

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Document ID
8209358537053851134
Author
Tian J
Publication year

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Snippet

Federated learning, a distributed collaborative framework, has become popular because it ensures participants' datasets stay local, which fundamentally alleviates privacy issues. However, unrestricted participants inevitably bring problems of non-independent and …
Continue reading at figshare.swinburne.edu.au (PDF) (other versions)

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