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Variational Bayes Method in Signal Processing

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Written as a self-learning guide, this book deals with the treatment of the Variational Bayes (VB) approximation in signal processing. It reviews the VB distributional approximation, showing that tractable algorithms for parametric model identification can be generated in off-line and on-line contexts.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783540288190
  • Indbinding:
  • Hardback
  • Sideantal:
  • 228
  • Udgivet:
  • 29. november 2005
  • Udgave:
  • 2006
  • Størrelse:
  • 234x156x15 mm.
  • Vægt:
  • 1160 g.
  • 8-11 hverdage.
  • 6. december 2024
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Written as a self-learning guide, this book deals with the treatment of the Variational Bayes (VB) approximation in signal processing. It reviews the VB distributional approximation, showing that tractable algorithms for parametric model identification can be generated in off-line and on-line contexts.

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