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Graph Kernels from the Jensen-Shannon Divergence

✍ Scribed by Lu Bai, Edwin R. Hancock


Book ID
120676850
Publisher
Springer US
Year
2012
Tongue
English
Weight
905 KB
Volume
47
Category
Article
ISSN
0924-9907

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We study statistical properties of the Jensen-Shannon divergence D, which quantifies the difference between probability distributions, and which has been widely applied to analyses of symbolic sequences. We present three interpretations of D in the framework of statistical physics, information theor