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Divergence Network: Graphical calculation method of divergence functions

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  • Nishiyama, Tomohiro

Abstract

In this paper, we introduce directed networks called ``divergence network'' in order to perform graphical calculation of divergence functions. By using the divergence networks, we can easily understand the geometric meaning of calculation results and grasp relations among divergence functions intuitively.

Suggested Citation

  • Nishiyama, Tomohiro, 2018. "Divergence Network: Graphical calculation method of divergence functions," OSF Preprints am4pr, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:am4pr
    DOI: 10.31219/osf.io/am4pr
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    References listed on IDEAS

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    1. Nishiyama, Tomohiro, 2018. "Sum decomposition of divergence into three divergences," OSF Preprints dvcbt, Center for Open Science.
    2. Nishiyama, Tomohiro, 2018. "Generalized Bregman and Jensen divergences which include some f-divergences," OSF Preprints ybmdx, Center for Open Science.
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    Cited by:

    1. Nishiyama, Tomohiro, 2019. "Monotonically Decreasing Sequence of Divergences," OSF Preprints wr2s6, Center for Open Science.

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    1. Nishiyama, Tomohiro, 2018. "Sum decomposition of divergence into three divergences," OSF Preprints dvcbt, Center for Open Science.

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