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The Variational Bayes Method in Signal Processing

The Variational Bayes Method in Signal Processing

Anthony Quinn / Václav Šmídl

171,02 €
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Editorial:
Springer Nature B.V.
Año de edición:
2010
Materia
Probabilidad y estadística
ISBN:
9783642066900
171,02 €
IVA incluido
Disponible

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Sobre IBD

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.

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Otros libros del autor

  • The Variational Bayes Method in Signal Processing
    Anthony Quinn / Václav Šmídl
    Gaussian linear modelling cannot address current signal processing demands. In moderncontexts,suchasIndependentComponentAnalysis(ICA),progresshasbeen made speci?cally by imposing non-Gaussian and/or non-linear assumptions. Hence, standard Wiener and Kalman theories no longer enjoy their traditional hegemony in the ?eld, revealing the standard computat...