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Paperback Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives Book

ISBN: 1461425859

ISBN13: 9781461425854

Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives

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Format: Paperback

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Book Overview

Information Theory, Machine Learning, and Reproducing Kernel Hilbert Spaces.- Renyi's Entropy, Divergence and Their Nonparametric Estimators.- Adaptive Information Filtering with Error Entropy and Error Correntropy Criteria.- Algorithms for Entropy and Correntropy Adaptation with Applications to Linear Systems.- Nonlinear Adaptive Filtering with MEE, MCC, and Applications.- Classification with EEC, Divergence Measures, and Error Bounds.- Clustering...

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