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An Introduction to Matrix Concentration Inequalities

af Joel A. Tropp

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

An Introduction to Matrix Concentration Inequalities af Joel A. Tropp
Bag om An Introduction to Matrix Concentration Inequalities

Offers an invitation to the field of matrix concentration inequalities. The book begins with some history of random matrix theory; describes a flexible model for random matrices that is suitable for many problems; and discusses the most important matrix concentration results.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601988386
  • Indbinding:
  • Paperback
  • Sideantal:
  • 252
  • Udgivet:
  • 27. Maj 2015
  • Størrelse:
  • 234x157x16 mm.
  • Vægt:
  • 380 g.
  • 2-3 uger.
  • 9. Oktober 2024

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Beskrivelse af An Introduction to Matrix Concentration Inequalities

Offers an invitation to the field of matrix concentration inequalities. The book begins with some history of random matrix theory; describes a flexible model for random matrices that is suitable for many problems; and discusses the most important matrix concentration results.

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