The Privacy Paradox and Optimal Bias–Variance Trade-offs in Data Acquisition

• Guocheng Liao

  Guocheng Liao

  [email protected]

  https://orcid.org/0000-0002-3200-6162

  School of Software Engineering, Sun Yat-sen University, Zhuhai 519082, China;

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  ,
• Yu Su

  Yu Su

  [email protected]

  https://orcid.org/0000-0002-7159-4542

  Computing and Mathematical Sciences Department, California Institute of Technology, Pasadena, California 91125;

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  ,
• Juba Ziani

  Juba Ziani

  [email protected]

  https://orcid.org/0000-0002-3324-4349

  Industrial and Systems Engineering Department, Georgia Institute of Technology, Atlanta, Georgia 30332;

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  ,
• Adam Wierman

  Adam Wierman

  [email protected]

  https://orcid.org/0000-0002-5923-0199

  Computing and Mathematical Sciences Department, California Institute of Technology, Pasadena, California 91125;

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  ,
• Jianwei Huang

  Corresponding Author

  Jianwei Huang

  [email protected]

  https://orcid.org/0000-0001-6631-1096

  School of Science and Engineering, Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, Shenzhen 518172, China

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