Are “Intersectionally Fair” AI Algorithms Really Fair to Women of Color? A Philosophical Analysis

Author:

Kong Youjin1

Affiliation:

1. Philosophy, Oregon State University, USA

Publisher

ACM

Reference59 articles.

1. Julia Angwin , Jeff Larson , Surya Mattu , and Lauren Kirchner . 2016 . Machine Bias . ProPublica. (May 23 , 2016). Retrieved May 8, 2022 from https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. 2016. Machine Bias. ProPublica. (May 23, 2016). Retrieved May 8, 2022 from https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing

2. Kwame Anthony Appiah . 2020 . The Case for Capitalizing the B in Black . The Atlantic. (June 18 , 2020). Retrieved May 8, 2022 from https://www.theatlantic.com/ideas/archive/2020/06/time-to-capitalize-blackand-white/613159/ Kwame Anthony Appiah. 2020. The Case for Capitalizing the B in Black. The Atlantic. (June 18, 2020). Retrieved May 8, 2022 from https://www.theatlantic.com/ideas/archive/2020/06/time-to-capitalize-blackand-white/613159/

3. David Bauder . 2020. AP says it will capitalize Black but not white . Associated Press . ( July 20, 2020 ). Retrieved May 8, 2022 from https://apnews.com/article/entertainment-cultures-race-and-ethnicity-us-news-ap-top-news-7e36c00c5af0436abc09e051261fff1f David Bauder. 2020. AP says it will capitalize Black but not white. Associated Press. (July 20, 2020). Retrieved May 8, 2022 from https://apnews.com/article/entertainment-cultures-race-and-ethnicity-us-news-ap-top-news-7e36c00c5af0436abc09e051261fff1f

4. Ruha Benjamin . 2019. Race after technology: abolitionist tools for the New Jim Code . Polity Press , Cambridge , UK; Medford, MA. Ruha Benjamin. 2019. Race after technology: abolitionist tools for the New Jim Code. Polity Press, Cambridge, UK; Medford, MA.

5. On the apparent conflict between individual and group fairness

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