Game theory for data science : eliciting truthful information

• 作者： Faltings, Boi, author.
• 其他作者：
  • Radanovic, Goran, author.
• 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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