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Lectures on Gaussian Processes - Mikhail Lifshits - Bog

Bag om Lectures on Gaussian Processes

Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642249389
  • Indbinding:
  • Paperback
  • Sideantal:
  • 121
  • Udgivet:
  • 11. januar 2012
  • Udgave:
  • 2012
  • Størrelse:
  • 234x156x7 mm.
  • Vægt:
  • 214 g.
  • 8-11 hverdage.
  • 5. december 2024
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Beskrivelse af Lectures on Gaussian Processes

Gaussian processes can be viewed as a far-reaching infinite-dimensional extension of classical normal random variables. The first chapters introduce essentials of the classical theory of Gaussian processes and measures with the core notions of reproducing kernel, integral representation, isoperimetric property, large deviation principle.

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