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Theory of Disagreement-Based Active Learning

af Steve Hanneke

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

Theory of Disagreement-Based Active Learning af Steve Hanneke
Bag om Theory of Disagreement-Based Active Learning

Describes recent advances in our understanding of the theoretical benefits of active learning, and implications for the design of effective active learning algorithms. Much of the book focuses on a particular technique - disagreement-based active learning. It also briefly surveys several alternative approaches from the literature.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601988089
  • Indbinding:
  • Paperback
  • Sideantal:
  • 198
  • Udgivet:
  • 12. juni 2014
  • Størrelse:
  • 156x234x11 mm.
  • Vægt:
  • 286 g.
  • 8-11 hverdage.
  • 6. december 2024

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Describes recent advances in our understanding of the theoretical benefits of active learning, and implications for the design of effective active learning algorithms. Much of the book focuses on a particular technique - disagreement-based active learning. It also briefly surveys several alternative approaches from the literature.

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