Information Theoretic Learning Renyi’s Entropy and Kernel Perspectives

Author(s): Jose C. Principe
Publisher: Springer
ISBN: 9781441915696
Edition:

$39,99

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Description

Description

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.