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Tensor Networks for Dimensionality Reduction and Large-scale Optimization

- Part 2, Applications and Future Perspectives

af Andrzej Cichocki

indgår i Foundations and Trends in Machine Learning serien

Tensor Networks for Dimensionality Reduction and Large-scale Optimization af Andrzej Cichocki
Bag om Tensor Networks for Dimensionality Reduction and Large-scale Optimization

Discusses tensor network models for super-compressed higher-order representation of data/parameters and cost functions, together with an outline of their applications in machine learning and data analytics.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680832761
  • Indbinding:
  • Paperback
  • Sideantal:
  • 256
  • Udgivet:
  • 30. maj 2017
  • 8-11 hverdage.
  • 6. december 2024

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Discusses tensor network models for super-compressed higher-order representation of data/parameters and cost functions, together with an outline of their applications in machine learning and data analytics.

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