We present an accelerated algorithm for hierarchical density based clustering. Our new algorithm improves upon HDBSCAN*, which itself provided a significant qualitative improvement over the popular ...

Retraining-Free Merging of Sparse Mixture-of-Experts via Hierarchical Clustering In this work, we propose HC-SMoE (Hierarchical Clustering for Sparsely activated Mixture of Experts), a task-agnostic ...

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Superiority of the new method is demonstrated by comparing it with two recently developed partitional clustering techniques and one popular hierarchical clustering algorithm. The partitional ...