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Tensor Networks for Dimensionality Reduction and Large-scale Optimization

- Part 1 Low-Rank Tensor Decompositions

Om Tensor Networks for Dimensionality Reduction and Large-scale Optimization

Provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their promise as a tool for the analysis of extreme-scale multidimensional data. The book demonstrates the ability of tensor networks to provide linearly or even super-linearly, scalable solutions.

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  • Språk:
  • Engelsk
  • ISBN:
  • 9781680832228
  • Bindende:
  • Paperback
  • Sider:
  • 196
  • Utgitt:
  • 19 desember 2016
  • Dimensjoner:
  • 156x234x11 mm.
  • Vekt:
  • 283 g.
  Gratis frakt
Leveringstid: 2-4 uker
Forventet levering: 30 juli 2024

Beskrivelse av Tensor Networks for Dimensionality Reduction and Large-scale Optimization

Provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their promise as a tool for the analysis of extreme-scale multidimensional data. The book demonstrates the ability of tensor networks to provide linearly or even super-linearly, scalable solutions.

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