Demographic Feature Isolation for Bias Research using Deepfakes

Author:

Haut Kurtis1,Wohn Caleb1,Antony Victor1,Goldfarb Aidan1,Welsh Melissa1,Sumanthiran Dillanie1,Rafayet Ali M.1,Hoque Ehsan1

Affiliation:

1. University of Rochester, Rochester, NY, USA

Funder

U.S. Defense Advanced Research Projects Agency (DARPA)

Publisher

ACM

Reference38 articles.

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2. [n.d.]. Political Analytics An Empirical Justification for the Use of Racially Distinctive Names to Signal Race in Experiments. www.cambridge.org/core/journals/political-analysis/article/an-empirical- justification-for-the-use-of-racially-distinctive-names-to-signal-race-in- experiments/DBC39F875F2DC0F65E7140FC721CE1EB. Accessed: 2022-04-14. [n.d.]. Political Analytics An Empirical Justification for the Use of Racially Distinctive Names to Signal Race in Experiments. www.cambridge.org/core/journals/political-analysis/article/an-empirical- justification-for-the-use-of-racially-distinctive-names-to-signal-race-in- experiments/DBC39F875F2DC0F65E7140FC721CE1EB. Accessed: 2022-04-14.

3. [n.d.]. Science Direct Confounding: What it is and how to deal with it. https://www.sciencedirect.com/science/article/pii/S0085253815529748. Accessed: 2022-04-14. [n.d.]. Science Direct Confounding: What it is and how to deal with it. https://www.sciencedirect.com/science/article/pii/S0085253815529748. Accessed: 2022-04-14.

4. [n.d.]. United States Sentencing Commission demographic sentencing. https://www.ussc.gov/research/research-reports/demographic-differences-sentencing. Accessed: 2022-04--14. [n.d.]. United States Sentencing Commission demographic sentencing. https://www.ussc.gov/research/research-reports/demographic-differences-sentencing. Accessed: 2022-04--14.

5. [n.d.]. Wiley Online Library Overcoming confounding of race with socio- economic status and segregation to explore race disparities in smoking. https: //onlinelibrary.wiley.com/doi/full/10.1111/j.1360-0443.2007.01956.x. Accessed: 2022-04-14. [n.d.]. Wiley Online Library Overcoming confounding of race with socio- economic status and segregation to explore race disparities in smoking. https: //onlinelibrary.wiley.com/doi/full/10.1111/j.1360-0443.2007.01956.x. Accessed: 2022-04-14.

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