Communication-Efficient Federated Multi-View Clustering

Federated multi-view clustering is an emerging machine learning paradigm that groups the data with each view distributed on an isolated client while preserving their privacies. Although recent researches have proposed a few feasible solutions, they are severely limited by two drawbacks. In specific,...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2025) vom: 22. Aug.
1. Verfasser: Liu, Jiyuan (VerfasserIn)
Weitere Verfasser: Liu, Xinwang, Wang, Siqi, Wan, Xinhang, Li, Dongsheng, Lu, Kai, He, Kunlun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2025
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article