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Algorithmic Fairness from a Non-ideal Perspective

Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (2020)

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  1. Ideal vs. Non‐ideal Theory: A Conceptual Map. [REVIEW]Laura Valentini - 2012 - Philosophy Compass 7 (9):654-664.
    This article provides a conceptual map of the debate on ideal and non‐ideal theory. It argues that this debate encompasses a number of different questions, which have not been kept sufficiently separate in the literature. In particular, the article distinguishes between the following three interpretations of the ‘ideal vs. non‐ideal theory’ contrast: (i) full compliance vs. partial compliance theory; (ii) utopian vs. realistic theory; (iii) end‐state vs. transitional theory. The article advances critical reflections on each of these sub‐debates, and highlights (...)
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  • Leading with ethics, aiming for policy: new opportunities for philosophy of science.Nancy Tuana - 2010 - Synthese 177 (3):471 - 492.
    The goal of this paper is to articulate and advocate for an enhanced role for philosophers of science in the domain of science policy as well as within the science curriculum. I argue that philosophy of science as a field can learn from the successes as well as the mistakes of bioethics and begin to develop a new model that includes robust contributions to the science classroom, research collaborations with scientists, and a role for public philosophy through involvement in science (...)
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  • Compliance, Complicity, and the Nature of Nonideal Conditions.Tamar Schapiro - 2003 - Journal of Philosophy 100 (7):329-355.
  • Justice as fairness: a restatement.John Rawls (ed.) - 2001 - Cambridge, Mass.: Harvard University Press.
    This book originated as lectures for a course on political philosophy that Rawls taught regularly at Harvard in the 1980s.
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  • Duty and Obligation in the Non-Ideal World.Joel Feinberg - 1973 - Journal of Philosophy 70 (9):263-275.
  • Blackness Visible: Essays on Philosophy and Race.Charles W. Mills - 1998 - Cornell University Press.
    Charles Mills makes visible in the world of mainstream philosophy some of the crucial issues of the black experience.
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  • Rights, Justice and the Bounds of Liberty: Essays in Social Philosophy. [REVIEW]Stephen J. Massey - 1983 - Philosophical Review 92 (3):438-442.
  • Noncomparative justice.Joel Feinberg - 1974 - Philosophical Review 83 (3):297-338.
  • Justice in Ideal Theory: A Refutation.Colin Farrelly - unknown
    Political philosophers have recently begun to take seriously methodological questions concerning what a theoretical examination of political ideals is suppose to accomplish and how effective theorising in ideal theory is in securing those aims. Andrew Mason and G.A. Cohen, for example, believe that the fundamental principles of justice are logically independent of issues of feasibility and questions about human nature. Their position contrasts sharply with political theorists like John Dunn and Joseph Carens who believe that normative theorising must be integrated (...)
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