9. Bibliography

ALMK16

Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. Machine bias. 2016. URL: https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing.

Arn15

Richard Arneson. Equality of Opportunity. In Edward N. Zalta, editor, The Stanford Encyclopedia of Philosophy. Metaphysics Research Lab, Stanford University, summer 2015 edition, 2015.

BHN19

Solon Barocas, Moritz Hardt, and Arvind Narayanan. Fairness and Machine Learning. fairmlbook.org, 2019. http://www.fairmlbook.org.

Del18

Deloitte. 2018 global mobile consumer survey. 2018. URL: https://www2.deloitte.com/content/dam/Deloitte/us/Documents/technology-media-telecommunications/us-tmt-global-mobile-consumer-survey-exec-summary-2018.pdf.

GMV+18

Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, and Kate Crawford. Datasheets for datasets. 2018. URL: https://arxiv.org/abs/1803.09010.

Gro17

Terry Gross. A 'forgotten history' of how the u.s. government segregated america. 2017. URL: https://www.npr.org/2017/05/03/526655831/a-forgotten-history-of-how-the-u-s-government-segregated-america.

HLG+19

Hoda Heidari, Michele Loi, Krishna Gummadi, Michele Loi, and Andreas Krause. A moral framework for understanding fair ml through economic models of equality of opportunity. 2019. URL: https://www.cs.cornell.edu/~hh732/heidari2019moral.pdf.

KLMS19

Jon Kleinberg, Jens Ludwig, Sendhil Mullainathan, and Cass R. Sunstein. Discimination in the age of algorithms. 2019. URL: https://arxiv.org/pdf/1902.03731.pdf.

KMR16

Jon Kleinberg, Sendhil Mullainathan, and Manish Raghavan. Inherent trade-offs in the fair determination of risk scores. Proceedings of Innovations in Theoretical Computer Science, 2016. cite arxiv:1609.05807Comment: To appear in Proceedings of Innovations in Theoretical Computer Science (ITCS), 2017. URL: http://arxiv.org/abs/1609.05807.

MWZ+18

Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru. Model cards for model reporting. 2018. URL: https://arxiv.org/abs/1810.03993.

OBC17

J. Otterbacher, J. Bates, and P Clough. Competent men and warm women: gender stereotypes and backlash in image search results. 2017. URL: https://doi.org/10.1145/3025453.3025727.

SCW20

Julian Savulescu, James Cameron, and Dominic Wilkinson. Equality or utility? ethics and law of rationing ventilators. 2020. URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7167543/pdf/main.pdf.

Sch19

Oscar Schwatz. In 2016, microsoft's racist chatbot revealed the dangers of online conversation. 2019. URL: https://spectrum.ieee.org/tech-talk/artificial-intelligence/machine-learning/in-2016-microsofts-racist-chatbot-revealed-the-dangers-of-online-conversation.

spinedoc7714

spinedoc77. Wow, construction workers need not apply for fingerprint sensor. 2014. URL: https://forums.macrumors.com/threads/wow-construction-workers-need-not-apply-for-fingerprint-sensor.1700817/.

Sus18

Jamie Susskind. Future politics: living together in a world transformed by tech. 2018.

Val03

Peter Vallentyne. Justice in general: an introduction. 2003. URL: https://klinechair.missouri.edu/docs/vol_1_justice_in_general.pdf.