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Game theory for data science : eliciting truthful information

  • 作者: Faltings, Boi, author.
  • 其他作者:
  • 其他題名:
    • Synthesis lectures on artificial intelligence and machine learning ;
  • 出版: [San Rafael, California] : Morgan & Claypool Publishers
  • 版本:1st ed.
  • 叢書名: Synthesis lectures on artificial intelligence and machine learning ;35.
  • 主題: Game theory. , Electronic books.
  • ISBN: 9781627056083 、 9781627057295
  • FIND@SFXID: CGU
  • 資料類型: 電子書
  • 內容註: Includes bibliographical references and index. Game theory for data science : eliciting truthful information -- Abstract; Keywords -- Contents -- Preface -- Acknowledgments -- Chapter 1 Introduction -- Chapter 2 Mechanisms for Verifiable Information -- Chapter 3 Parametric Mechanisms for Unverifiable Information -- Chapter 4 Nonparametric Mechanisms: Multiple Reports -- Chapter 5 Nonparametric Mechanisms: Multiple Tasks -- Chapter 6 Prediction Markets: Combining Elicitation and Aggregation -- Chapter 7 Agents Motivated by Influence -- Chapter 8 Decentralized Machine Learning -- Chapter 9 Conclusions -- Bibliography -- Authors' Biographies.
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  • 系統號: 005483216 | 機讀編目格式
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