The Centroid of the Symmetrical Kullback-Leibler Distance

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    Abstract

    This paper discusses the computation of the centroid induced by the symmetrical KullbackLeibler distance. It is shown that it is the unique zeroing argument of a function which only depends on the arithmetic and the normalized geometric mean of the cluster. An efficient algorithm for its computation is presented.
    Original languageUndefined
    Pages (from-to)96-99
    Number of pages4
    JournalIEEE signal processing letters
    Volume9
    Issue number3
    DOIs
    Publication statusPublished - Mar 2002

    Keywords

    • Clustering
    • Kullback–Leibler distance
    • Centroid
    • METIS-205959
    • IR-43137
    • EWI-880

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