An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective

Xinyue Chen; Jinfeng Peng; Yuhao Li; Xiaorong Pu; Yang Yang; Yazhou Ren

2025 ICML ICML 2025

An Effective and Secure Federated Multi-View Clustering Method with Information-Theoretic Perspective

Abstract

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Authors

Xinyue Chen, Jinfeng Peng, Yuhao Li, Xiaorong Pu, Yang Yang, Yazhou Ren

Topics

Data Science & Analytics > Applications > Clustering

Keywords

federated multi-view clustering information-theoretic perspective feature heterogeneity client-level feature splitting global clustering structures privacy-preserving information sharing

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