The variational Bayes method in signal processing
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 rev...
Shranjeno v:
| Auteurs principaux: | , |
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| Format: | Livre numérique |
| Jezik: | Anglais |
| Izdano: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2006.
Cham : Springer Nature |
| Serija: | Signals and Communication Technology
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| Teme: | |
| Online dostop: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Sporočilo: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • The Variational Bayes Method in Signal Processing, Texte imprimé, 9783642066900 • The Variational Bayes Method in Signal Processing, Texte imprimé, 9783540815433 • The Variational Bayes Method in Signal Processing, Texte imprimé, 9783540288190 |
Kazalo:
- Bayesian Theory
- Off-line Distributional Approximations and the Variational Bayes Method
- Principal Component Analysis and Matrix Decompositions
- Functional Analysis of Medical Image Sequences
- On-line Inference of Time-Invariant Parameters
- On-line Inference of Time-Variant Parameters
- The Mixture-based Extension of the AR Model (MEAR)
- Concluding Remarks.