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  • 2023
  • Chapter
  • The Inequality Reader: Contemporary and Foundational Readings in Race, Class, and Gender

Analyzing Human Decisions and Machine Predictions in Bail Decision Making

By: Jon Kleinberg, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
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Abstract

BOOK ABSTRACT: Oriented toward the introductory student, The Inequality Reader is the essential textbook for today's undergraduate courses. The editors have assembled the most important classic and contemporary readings about how poverty and inequality are generated and how they might be reduced.

Citation

Kleinberg, Jon, Himabindu Lakkaraju, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. "Analyzing Human Decisions and Machine Predictions in Bail Decision Making." In The Inequality Reader: Contemporary and Foundational Readings in Race, Class, and Gender. 3rd edition, edited by David B. Grusky and Szonja Szelényi. Routledge, forthcoming.
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About The Author

Himabindu Lakkaraju

Technology and Operations Management
→More Publications

More from the Authors

    • May 2022
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    Altibbi: Revolutionizing Telehealth Using AI

    By: Himabindu Lakkaraju
    • 2022
    • Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)

    Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.

    By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
    • 2022
    • Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS)

    Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods.

    By: Chirag Agarwal, Marinka Zitnik and Himabindu Lakkaraju
More from the Authors
  • Altibbi: Revolutionizing Telehealth Using AI By: Himabindu Lakkaraju
  • Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis. By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
  • Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods. By: Chirag Agarwal, Marinka Zitnik and Himabindu Lakkaraju
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