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Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives (Information Science and Statistics)

Jose C. Principe




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 | #3824737 in Books |  2012-05-27 |  2012-05-27 | Ingredients: Example Ingredients | Original language:English | PDF # 1 |  9.25 x1.25 x6.10l,1.68 | File type: PDF | 448 pages

||1 of 5 people found the following review helpful.| Descriptive matter|By Information TL|This product, Information Theoretic Learning, brings a set of useful representations of combined learning-algorithms with optimal property and practical information theory with signal processing approach.|2 of 2 people found the following review helpful.| Brilliant idea but not well-presented|By Pre| ||From the book reviews:|“The book is remarkable in various ways in the information it presents on the concept and use of entropy functions and their applications in signal processing and solution of statistical problems such as M-estimation, classificati

This book is the first cohesive treatment of ITL algorithms to adapt linear or nonlinear learning machines both in supervised and unsupervised paradigms. It compares the performance of ITL algorithms with the second order counterparts in many applications.



You can specify the type of files you want, for your gadget.Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives (Information Science and Statistics)   |  Jose C. Principe. Just read it with an open mind because none of us really know.

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