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Learning Deep Architectures for AI

af Yoshua Bengio

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

Learning Deep Architectures for AI af Yoshua Bengio
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Discusses the motivations for and principles of learning algorithms for deep architectures. By analysing and comparing recent results with different learning algorithms for deep architectures, explanations for their success are proposed and discussed, highlighting challenges and suggesting avenues for future explorations in this area.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601982940
  • Indbinding:
  • Paperback
  • Sideantal:
  • 144
  • Udgivet:
  • 11. november 2009
  • Størrelse:
  • 156x234x8 mm.
  • Vægt:
  • 213 g.
  • 8-11 hverdage.
  • 27. november 2024

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Discusses the motivations for and principles of learning algorithms for deep architectures. By analysing and comparing recent results with different learning algorithms for deep architectures, explanations for their success are proposed and discussed, highlighting challenges and suggesting avenues for future explorations in this area.

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