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The Heterogeneity of Implicit Bias

In Michael Brownstein & Jennifer Mather Saul (eds.), Implicit Bias and Philosophy, Volume 1: Metaphysics and Epistemology. Oxford, United Kingdom: Oxford University Press (2016)

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  1. Algorithmic bias: on the implicit biases of social technology.Gabbrielle Johnson - 2020 - Synthese 198 (10):9941-9961.
    Often machine learning programs inherit social patterns reflected in their training data without any directed effort by programmers to include such biases. Computer scientists call this algorithmic bias. This paper explores the relationship between machine bias and human cognitive bias. In it, I argue similarities between algorithmic and cognitive biases indicate a disconcerting sense in which sources of bias emerge out of seemingly innocuous patterns of information processing. The emergent nature of this bias obscures the existence of the bias itself, (...)
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  • Epistemic Duty and Implicit Bias.Lindsay Rettler & Bradley Rettler - 2020 - In Scott Stapleford & Kevin McCain (eds.), Epistemic Duties: New Arguments, New Angles. New York: Routledge. pp. 125-145.
    In this chapter, we explore whether agents have an epistemic duty to eradicate implicit bias. Recent research shows that implicit biases are widespread and they have a wide variety of epistemic effects on our doxastic attitudes. First, we offer some examples and features of implicit biases. Second, we clarify what it means to have an epistemic duty, and discuss the kind of epistemic duties we might have regarding implicit bias. Third, we argue that we have an epistemic duty to eradicate (...)
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  • (1 other version)Habituation and first-person authority.Jonathan Webber - 2015 - In Roman Altshuler Michael J. Sigrist (ed.), Time and the Philosophy of Action. New York: Routledge.
    Richard Moran’s theory of first-person authority as the agential authority to make up one’s own mind rests on a form of mind-body dualism that does not allow for habituation as part of normal psychological functioning. We have good intuitive and empirical reason to accept that habituation is central to the normal functioning of desire. There is some empirical support for the idea that habituation plays a parallel role in belief. In particular, at least one form of implicit bias seems better (...)
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  • Implicit bias, awareness and imperfect cognitions.Jules Holroyd - 2015 - Consciousness and Cognition 33:511-523.
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  • The Structure of Bias.Gabbrielle M. Johnson - 2020 - Mind 129 (516):1193-1236.
    What is a bias? Standard philosophical views of both implicit and explicit bias focus this question on the representations one harbours, for example, stereotypes or implicit attitudes, rather than the ways in which those representations are manipulated. I call this approach representationalism. In this paper, I argue that representationalism taken as a general theory of psychological social bias is a mistake, because it conceptualizes bias in ways that do not fully capture the phenomenon. Crucially, this view fails to capture a (...)
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  • Stereotypes, Prejudice, and the Taxonomy of the Implicit Social Mind.Alex Madva & Michael Brownstein - 2016 - Noûs 52 (3):611-644.
    How do cognition and affect interact to produce action? Research in intergroup psychology illuminates this question by investigating the relationship between stereotypes and prejudices about social groups. Yet it is now clear that many social attitudes are implicit. This raises the question: how does the distinction between cognition and affect apply to implicit mental states? An influential view—roughly analogous to a Humean theory of action—is that “implicit stereotypes” and “implicit prejudices” constitute two separate constructs, reflecting different mental processes and neural (...)
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