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20232026
most citedFedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data

1 citations · 1 across the 7 of their papers we have counts for

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eess.SP2024★ 1 cited

FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data

Yukun Zhang, Guanzhong Chen, Zenglin Xu +6

Cardiovascular diseases (CVDs) are currently the leading cause of death worldwide, highlighting the critical need for early diagnosis and treatment. Machine learning (ML) methods c…

cs.LG2024

On the Necessity of Collaboration for Online Model Selection with Decentralized Data

Junfan Li, Zheshun Wu, Zenglin Xu +1

We consider online model selection with decentralized data over clients, and study the necessity of collaboration among clients. Previous work proposed various federated algori…