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Divergence Network: Graphical calculation method of divergence functions

Machine Learning 2018-11-02 v2 Information Theory math.IT Statistics Theory Statistics Theory

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.

Keywords

Cite

@article{arxiv.1810.12794,
  title  = {Divergence Network: Graphical calculation method of divergence functions},
  author = {Tomohiro Nishiyama},
  journal= {arXiv preprint arXiv:1810.12794},
  year   = {2018}
}

Comments

17 pages, 22 figures

R2 v1 2026-06-23T04:57:50.297Z