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The Variational Bayes Method in Signal Processing

The Variational Bayes Method in Signal Processing( )
Author: Quinn, Anthony
ISBN:978-1-280-45907-8
Publication Date:Jan 2006
Publisher:Springer
Book Format:Ebook
List Price:USD $130.80
Book Description:

This is the first book-length treatment of the Variational Bayes (VB) approximation in signal processing. It has been written as a self-contained, self-learning guide for academic and industrial research groups in signal processing, data analysis, machine learning, identification and control. It reviews the VB distributional approximation, showing that tractable algorithms for parametric model identification can be generated in off-line and on-line contexts. Many of the principles are...
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Book Details
Pages:240



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