Distill-and-Compare-Reference-Cited by-同舟云学术

Distill-and-Compare

Published:2018-12-27 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society
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Author:

Tan Sarah¹,Caruana Rich²,Hooker Giles¹,Lou Yin³

Affiliation:

1. Cornell University, Ithaca, NY, USA

2. Microsoft Research, Redmond, WA, USA

3. Ant Financial, San Mateo, CA, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3278721.3278725

Reference36 articles.

1. Philip Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Eduardo Scheidegger Brandon Smith and Suresh Venkatasubramanian. 2016. Auditing Black-Box Models for Indirect Influence. In ICDM . Philip Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Eduardo Scheidegger Brandon Smith and Suresh Venkatasubramanian. 2016. Auditing Black-Box Models for Indirect Influence. In ICDM .

2. Alekh Agarwal Alina Beygelzimer Miroslav Dudik John Langford and Hanna Wallach. 2018. A reductions approach to fair classification. In ICML . Alekh Agarwal Alina Beygelzimer Miroslav Dudik John Langford and Hanna Wallach. 2018. A reductions approach to fair classification. In ICML .

3. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016a. How we analyzed the compas recidivism algorithm. https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm Accessed May 26 2017. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016a. How we analyzed the compas recidivism algorithm. https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm Accessed May 26 2017.

4. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016b. Machine Bias: There's software used across the country to predict future criminals. And it's biased against blacks. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing Accessed May 26 2017. Julia Angwin Jeff Larson Surya Mattu and Lauren Kirchner. 2016b. Machine Bias: There's software used across the country to predict future criminals. And it's biased against blacks. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing Accessed May 26 2017.

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