Browsing by Subject "k-means"

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  • Large scale K-means clustering using GPUs

    Li, Mi; Frank, Eibe; Pfahringer, Bernhard (Springer Science and Business Media LLC, 2022)
    The k-means algorithm is widely used for clustering, compressing, and summarizing vector data. We present a fast and memory-efficient GPU-based algorithm for exact k-means, Asynchronous Selective Batched K-means (ASB ...