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Randomized Algorithms for Matrices and Data

af Michael W. Mahoney

indgår i Foundations and Trends (R) in Machine Learning serien

Randomized Algorithms for Matrices and Data af Michael W. Mahoney
Bag om Randomized Algorithms for Matrices and Data

Randomized algorithms for very large matrix problems have received much attention in recent years. Much of this work was motivated by problems in large-scale data analysis, largely since matrices are popular structures with which to model data drawn from a wide range of application domains. This book provides a detailed overview of this work.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601985064
  • Indbinding:
  • Paperback
  • Sideantal:
  • 114
  • Udgivet:
  • 22. november 2011
  • Størrelse:
  • 156x234x6 mm.
  • Vægt:
  • 173 g.
  • 8-11 hverdage.
  • 6. december 2024

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Beskrivelse af Randomized Algorithms for Matrices and Data

Randomized algorithms for very large matrix problems have received much attention in recent years. Much of this work was motivated by problems in large-scale data analysis, largely since matrices are popular structures with which to model data drawn from a wide range of application domains. This book provides a detailed overview of this work.

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