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• W2758974480 abstract "We introduce a novel family of distances, called the chord gap divergences, that generalizes the Jensen divergences (also called the Burbea-Rao distances), and study its properties. It follows a generalization of the celebrated statistical Bhattacharyya distance that is frequently met in applications. We report an iterative concave-convex procedure for computing centroids, and analyze the performance of the $k$-means++ clustering with respect to that new dissimilarity measure by introducing the Taylor-Lagrange remainder form of the skew Jensen divergences." @default.
• W2758974480 created "2017-10-06" @default.
• W2758974480 creator A5061293973 @default.
• W2758974480 date "2017-09-29" @default.
• W2758974480 modified "2023-09-27" @default.
• W2758974480 title "A generalization of the Jensen divergence: The chord gap divergence." @default.
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