On Conformal Divergences and Their Population Minimizers

@article{Nock2016OnCD,
  title={On Conformal Divergences and Their Population Minimizers},
  author={Richard Nock and Frank Nielsen and Shun-ichi Amari},
  journal={IEEE Transactions on Information Theory},
  year={2016},
  volume={62},
  pages={527-538}
}
Total Bregman divergences are a recent tweak of ordinary Bregman divergences originally motivated by applications that required invariance by rotations. They have displayed superior results compared with ordinary Bregman divergences on several clustering, computer vision, medical imaging, and machine learning tasks. These preliminary results raise two important problems. First, report a complete characterization of the left and right population minimizers for this class of total Bregman… CONTINUE READING
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SHOWING 1-10 OF 28 REFERENCES

New developments of information geometry (17): Tsallis q-entropy, escort geometry, conformal geometry

  • S.-I. Amari
  • Math. Sci., vol. 50, no. 592, pp. 73–82, Oct. .
  • 2012
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