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· 1996 · arXiv 1460.300150

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math.NA 1

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2024 1

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CONDITIONAL 1

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Computing $k$-means in mixed precision

math.NA · 2024-07-16 · conditional · novelty 4.0

Mixed-precision Lloyd's k-means remains stable and effective for normalized data in clustering and image segmentation tasks, with care needed for unnormalized data to avoid overflow.

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  • Computing $k$-means in mixed precision math.NA · 2024-07-16 · conditional · none · ref 76

    Mixed-precision Lloyd's k-means remains stable and effective for normalized data in clustering and image segmentation tasks, with care needed for unnormalized data to avoid overflow.