نتایج جستجو برای: kullback leibler

تعداد نتایج: 7228  

Journal: :Entropy 2014
Victor Bakhtin

For the simplest colored branching process, we prove an analog to the McMillan theorem and calculate the Hausdorff dimensions of random fractals defined in terms of the limit behavior of empirical measures generated by finite genetic lines. In this setting, the role of Shannon’s entropy is played by the Kullback–Leibler divergence, and the Hausdorff dimensions are computed by means of the so-ca...

2007
S. S. DRAGOMIR

A refinement of the discrete Jensen’s inequality for convex functions defined on a convex subset in linear spaces is given. Application for f -divergence measures including the Kullback-Leibler and Jeffreys divergences are provided as well.

Journal: :Neural computation 2005
Marc M. Van Hulle

We introduce a new unsupervised learning algorithm for kernel-based topographic map formation of heteroscedastic gaussian mixtures that allows for a unified account of distortion error (vector quantization), log-likelihood, and Kullback-Leibler divergence.

Journal: :British Journal of Mathematics & Computer Science 2012

Journal: :IEEE Transactions on Audio, Speech, and Language Processing 2012

Journal: :IEEE Transactions on Speech and Audio Processing 2003

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