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978-3-540-28820-6

The Variational Bayes Method in Signal Processing

Publication Date: 2006

ISBN: 978-3-540-28820-6

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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.


Subject: Engineering, Bayesian Theory, Factor analysis, On-line Inference, Signal, algorithm, calculus, data analysis, learning, machine learning, model, principal component analysis, signal processing