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Bayes Risk Error is a Bregman Divergence
IEEE Transactions on Signal Processing, 2011In previous work reported in these Transactions, we proposed a new distortion measure for the quantization of prior probabilities that are used in the threshold of likelihood ratio test detection: Bayes risk error. In this correspondence, we show that the Bayes risk error is a member of the class of Bregman divergences and discuss the implications of ...
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Extending Metric Multidimensional Scaling with Bregman Divergences
Pattern Recognition, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jigang Sun, Malcolm K. Crowe, Colin Fyfe
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Bregman Divergences and the Self Organising Map
2008We discuss Bregman divergences and the very close relationship between a class of these divergences and the regular family of exponential distributions before applying them to various topology preserving dimension reducing algorithms. We apply these methods to identification of structure in magnetic resonance images of the brain and show that different
Eunsong Jang, Colin Fyfe, Hanseok Ko
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Coresets and Approximate Clustering for Bregman Divergences
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009Marcel R. Ackermann, Johannes Blömer
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