The Privacy-Bias Tradeoff: Data Minimization and Racial Disparity Assessments in U.S. Government

Author:

King Jennifer1ORCID,Ho Daniel2ORCID,Gupta Arushi3ORCID,Wu Victor2ORCID,Webley-Brown Helen4ORCID

Affiliation:

1. Stanford Institute for Human-Centered Artificial Intelligence, Stanford University, USA

2. Stanford Law School, Stanford University, USA

3. Stanford University, USA

4. Massachusetts Institute of Technology, USA

Publisher

ACM

Reference124 articles.

1. [n. d.]. Questions and Answers Related to CACFP 11-2021 SFSP 07-2021 Collection of Race and Ethnicity Data by Visual Observation and Identification in the Child and Adult Care Food Program and Summer Food Service Program – Policy Rescission. [n. d.]. Questions and Answers Related to CACFP 11-2021 SFSP 07-2021 Collection of Race and Ethnicity Data by Visual Observation and Identification in the Child and Adult Care Food Program and Summer Food Service Program – Policy Rescission.

2. 1974. Equal Credit Opportunity Act. https://www.ecfr.gov/current/title-12/chapter-X/part-1002/section-1002.5 1974. Equal Credit Opportunity Act. https://www.ecfr.gov/current/title-12/chapter-X/part-1002/section-1002.5

3. 2003. Nondiscrimination in Federally-Assisted Programs of the Department of Agriculture - Effectuation of Title VI of the Civil Rights Act of 1964 . https://www.ecfr.gov/current/title-7/subtitle-A/part-15#p-15.5(b) 2003. Nondiscrimination in Federally-Assisted Programs of the Department of Agriculture - Effectuation of Title VI of the Civil Rights Act of 1964. https://www.ecfr.gov/current/title-7/subtitle-A/part-15#p-15.5(b)

4. ACUS and Stanford Law School. [n. d.]. Caseload Statistics. http://acus.law.stanford.edu/reports/caseload-statistics ACUS and Stanford Law School. [n. d.]. Caseload Statistics. http://acus.law.stanford.edu/reports/caseload-statistics

5. Wally Adeyemo and Lily Batchelder. 2021. Advancing Equity Analysis in Tax Policy. https://home.treasury.gov/news/featured-stories/advancing-equity-analysis-in-tax-policy Wally Adeyemo and Lily Batchelder. 2021. Advancing Equity Analysis in Tax Policy. https://home.treasury.gov/news/featured-stories/advancing-equity-analysis-in-tax-policy

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1. Disambiguating Algorithmic Bias: From Neutrality to Justice;Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society;2023-08-08

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