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.