Latent Variable Analysis and Signal Separation

Released on by Yannick Deville
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  • Latent Variable Analysis and Signal Separation Book Detail

  • Author : Yannick Deville
  • Release Date : 2018-06-05
  • Publisher : Springer
  • Genre : Computers
  • Pages : 583
  • ISBN 13 : 3319937642
  • File Size : 75,75 MB
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Latent Variable Analysis and Signal Separation by Yannick Deville PDF Summary

Book Description: This book constitutes the proceedings of the 14th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2018, held in Guildford, UK, in July 2018.The 52 full papers were carefully reviewed and selected from 62 initial submissions. As research topics the papers encompass a wide range of general mixtures of latent variables models but also theories and tools drawn from a great variety of disciplines such as structured tensor decompositions and applications; matrix and tensor factorizations; ICA methods; nonlinear mixtures; audio data and methods; signal separation evaluation campaign; deep learning and data-driven methods; advances in phase retrieval and applications; sparsity-related methods; and biomedical data and methods.

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