One-shot federated clustering proposed for non-IID biomedical data
Institutions send prototypes once; a server fuses clusterlets to recover global structure while limiting computation and privacy exposure.
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Round-Trip KNN Clustering: multiscale hierarchical cluster detection on directed nearest-neighbour graphs
Round-Trip KNN Clustering finds multiscale clusters on directed neighbour graphs without a preset count.