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Arun Raman

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#machine learning Preprint Sep 2026

Federated Clustering with Unknown Local and Global Cluster Cardinalities

Federated clustering methods that do not require the global number of clusters $K$ still assume that each client knows its local number $K_g$. This assumption is hard to justify when clients know no more about their data than the server does, as in fault diagnosis across independently operated industrial sites. We prop...

Mitushi Goyal, S. Tarun, Riddhanya Senapathi et al. · 0 citations

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