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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In this paper we investigate the Jensen-Shannon parametric divergence .for testing goodness-of-fit for point estimation. Most of the work presented is an analytical study of the asymptotic differences between different members of the family proposed in goodness oJfit, together with an examination of
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