Pipeline Interventions

References

• [1] Barman S, Krishnamurthy SK (2020) Approximation algorithms for maximin fair division. Proc. ACM Trans. Econom. Comput., 8(1):1–28, https://dl.acm.org/doi/10.1145/3381525.Google Scholar
• [2] Barnum M (2019) A new study questions whether Head Start still produces long-run gains seen in past research. Chalkbeat (August 8), https://www.chalkbeat.org/2019/8/8/21108602/a-new-study-questions-whether-head-start-still-produces-long-run-gains-seen-in-past-research.Google Scholar
• [3] Bower A, Kitchen SN, Niss L, Strauss MJ, Vargas A, Venkatasubramanian S (2017) Fair pipelines. Preprint, submitted July 3, https://arxiv.org/abs/1707.00391.Google Scholar
• [4] Budish E (2011) The combinatorial assignment problem: Approximate competitive equilibrium from equal incomes. J. Political Econom. 119(6):1061–1103, https://www.journals.uchicago.edu/doi/10.1086/664613.Crossref, Google Scholar
• [5] Chouldechova A, Roth A (2018) The frontiers of fairness in machine learning. Preprint, submitted October 20, https://arxiv.org/abs/1810.08810.Google Scholar
• [6] Coate S, Loury GC (1993) Will affirmative-action policies eliminate negative stereotypes? Amer. Econom. Rev. 83(5):1220–1240.Google Scholar
• [7] Dinur I, Safra S (2005) On the hardness of approximating minimum vertex cover. Ann. Math. 162(1):439–485.Crossref, Google Scholar
• [8] Dwork C, Ilvento C (2018) Fairness under composition. Blum A, ed. 10th Innovations Theoretical Comput. Sci. Conf. (ITCS 2019), Leibniz Internat. Proc. Informatics (LIPIcs), vol. 124 (Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany), 33:1–33:20.Google Scholar
• [9] Dwork C, Ilvento C, Jagadeesan M (2020) Individual fairness in pipelines. First Sympos. Foundations of Responsible Comput. (FORC 2020), Leibniz Internat. Proc. Informatics (LIPIcs), vol. 156 (Schloss Dagstuhl-Leibniz-Zentrum für Informatik, Dagstuhl, Germany), 7:1–7:22 https://arxiv.org/abs/2004.05167.Google Scholar
• [10] Foster DP, Vohra RV (1992) An economic argument for affirmative action. Rationality Soc. 4(2):176–188.Crossref, Google Scholar
• [11] Freund Y, Schapire RE (1996) Game theory, on-line prediction and boosting. Proc. Ninth Annual Conf. Comput. Learn. Theory COLT '96 (Association for Computing Machinery, New York), 325–332.Google Scholar
• [12] Hu L, Chen Y (2018) A short-term intervention for long-term fairness in the labor market. Proc. 2018 World Wide Web Conf. WWW '18 (International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, CHE), 1389–1398.Google Scholar
• [13] Jung C, Kannan S, Lee C, Pai MM, Roth A, Vohra R (2020) Fair prediction with endogenous behavior. Proc. 21st ACM Conf. Econom. Computation EC '20 (Association for Computing Machinery, New York), 677–678.Google Scholar
• [14] Kannan S, Roth A, Ziani J (2019) Downstream effects of affirmative action. Proc. Conf. Fairness, Accountability, Transparency, FAT '19 (Association for Computing Machinery, New York), 240–248.Google Scholar
• [15] Liu LT, Dean S, Rolf E, Simchowitz M, Hardt M (2019) Delayed impact of fair machine learning. Proc. 28th Internat. Joint Conf. Artificial Intelligence IJCAI-19 (AAAI Press, Palo Alto, CA), 6196–6200.Google Scholar
• [16] Liu LT, Wilson A, Haghtalab N, Kalai AT, Borgs C, Chayes J (2020) The disparate equilibria of algorithmic decision making when individuals invest rationally. Proc. 2020 Conf. Fairness, Accountability, and Transparency, FAT '20 (Association for Computing Machinery, New York), 381–391.Google Scholar
• [17] Mouzannar H, Ohannessian MI, Srebro N (2019) From fair decision making to social equality. Proc. Conf. Fairness, Accountability, Transparency, FAT '19 (Association for Computing Machinery, New York), 359–368.Google Scholar
• [18] Niche (2020) Best public elementary schools in America. Accessed February 18, 2022, https://www.niche.com/k12/search/best-public-elementary-schools/.Google Scholar
• [19] Kurokawa D, Procaccia AD, Wang J (2018) Fair enough: Guaranteeing approximate maximin shares. Proc. 15th ACM Conf. Econom. Comput., ACM 65(2).Google Scholar
• [20] U.S. News & World Report (2020) Best High Schools Rankings. Accessed February 18, 2022, https://www.usnews.com/education/best-high-schools.Google Scholar
• [21] Way SF, Larremore DB, Clauset A (2016) Gender, productivity, and prestige in computer science faculty hiring networks. Proc. 25th Internat. Conf. World Wide Web, WWW '16 (International World Wide Web Conferences Steering Committee, Republic and Canton of Geneva, CHE), 1169–1179.Google Scholar