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Bandit Algorithms in Information Retrieval

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Provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680835748
  • Indbinding:
  • Paperback
  • Sideantal:
  • 138
  • Udgivet:
  • 23. Maj 2019
  • Størrelse:
  • 234x155x13 mm.
  • Vægt:
  • 230 g.
  • 8-11 hverdage.
  • 4. Oktober 2024

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Beskrivelse af Bandit Algorithms in Information Retrieval

Provides an overview of bandit algorithms inspired by various aspects of Information Retrieval (IR), such as click models, online ranker evaluation, personalization or the cold-start problem. Using a survey style, each chapter focuses on a specific IR problem and explains how it was addressed with various bandit approaches.

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