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Tensor Networks for Dimensionality Reduction and Large-scale Optimization

- Part 2, Applications and Future Perspectives

About 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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  • Language:
  • English
  • ISBN:
  • 9781680832761
  • Binding:
  • Paperback
  • Pages:
  • 256
  • Published:
  • May 29, 2017
Delivery: 1-2 weeks
Expected delivery: December 5, 2024

Description of 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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