Random Matrix Methods for Machine Learning

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This book presents a unified theory of random matrices for applications in machine learning, offering a large-dimensional data vision that exploits concentration and universality phenomena. This enables a precise understanding, and possible improvements, of the core mechanisms at play in real-world machine learning algorithms. The book opens with a thorough introduction to the theoretical basics o...
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68.00 £
This book presents a unified theory of random matrices for applications in machine learning, offering a large-dimensional data vision that exploits concentration and universality phenomena. This enables a precise understanding, and possible improvements, of the core mechanisms at play in real-world machine learning algorithms. The book opens with a thorough introduction to the theoretical basics o...
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  • Formats: pdf
  • ISBN: 9781009301893
  • Publication Date: 21 Jul 2022
  • Publisher: Cambridge University Press
  • Product language: English
  • Drm Setting: DRM