Information Theoretic Learning Renyi's Entropy and Kernel Perspectives |
|
| Author:
| Principe, Jose C. |
| Series title: | Information Science and Statistics Ser. |
| ISBN: | 978-1-4614-2585-4 |
| Publication Date: | May 2012 |
| Publisher: | Springer
|
| Book Format: | Paperback |
| List Price: | AUD $352.95 |
Book 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.
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.