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High-Dimensional Data Analysis with Low-Dimensional Models

- Principles, Computation, and Applications

Om High-Dimensional Data Analysis with Low-Dimensional Models

A systematic introduction to the theory, algorithms, and applications of key mathematical models for data science. Covering applications including imaging, communication, and face recognition, with online code, it is ideal for senior/graduate students in computer science, data science, and electrical engineering. With foreword by Emmanuel Candes.

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  • Språk:
  • Engelsk
  • ISBN:
  • 9781108489737
  • Bindende:
  • Hardback
  • Sider:
  • 650
  • Utgitt:
  • 13. januar 2022
  • Utgave:
  • Dimensjoner:
  • 251x177x39 mm.
  • Vekt:
  • 1496 g.
  På lager
Leveringstid: 4-8 virkedager
Forventet levering: 19. mai 2026

Beskrivelse av High-Dimensional Data Analysis with Low-Dimensional Models

A systematic introduction to the theory, algorithms, and applications of key mathematical models for data science. Covering applications including imaging, communication, and face recognition, with online code, it is ideal for senior/graduate students in computer science, data science, and electrical engineering. With foreword by Emmanuel Candes.

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