Skip to Main Content (Press Enter)
Fairness and Machine Learning by Solon Barocas, Moritz Hardt and Arvind Narayanan
Add Fairness and Machine Learning to bookshelf
Add to Bookshelf
Fairness and Machine Learning by Solon Barocas, Moritz Hardt and Arvind Narayanan
Hardcover $65.00
Dec 19, 2023 | ISBN 9780262048613

Buy from Other Retailers:

See All Formats (2) +
  • $65.00

    Dec 19, 2023 | ISBN 9780262048613

    Buy from Other Retailers:

  • Dec 19, 2023 | ISBN 9780262376525

    Buy from Other Retailers:

  • Dec 19, 2023 | ISBN 9780262376532

    Buy from Other Retailers:

Product Details

Table Of Contents

Preface ix
Online Materials xiv
Acknowledgments xv
1 Introduction 1
2 When Is Automated Decision Making Legitimate? 25
3 Classification 49
4 Relative Notions of Fairness 83
5 Causality 113
6 Understanding United States Antidiscrimination Law 151
7 Testing Discrimination in Practice 185
8 A Broader View of Discrimination 221
9 Datasets 251
References 285
Index 311

Looking for More Great Reads?
21 Books You’ve Been Meaning to Read