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Re:Ask HN: What's your favorite elegant/beautiful algorithm? by n4r9 on Wednesday October 17, 2018 @05:03AM (#18237366)
The closest-pair algorithm is something you might use in single-linkage clustering, not K-means clustering:

https://en.wikipedia.org/wiki/Single-linkage_clustering

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