Bayesian Tensor Decomposition for Signal Processing and Machine Learning

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This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian modeling and inference lead to tuning-free tensor decomposition algorithms, which achieve state-of-the-art performances in many applications, including

  • blind source separation;
  • social network mining;
  • image and video processing;
  • array signal processing; and,
  • wireless communications.

The ...
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109.50 £
This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian modeling and inference lead to tuning-free tensor decomposition algorithms, which achieve state-of-the-art performances in many applications, including

  • blind source separation;
  • social network mining;
  • image and video processing;
  • array signal processing; and,
  • wireless communications.

The ...
Read more
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  • Formats: pdf
  • ISBN: 9783031224386
  • Publication Date: 16 Feb 2023
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM