Results 151 to 160 of about 2,763 (253)

From Estimation to Discrimination: Algorithmic Bias, Predictive Uncertainty, and Anti‐Discrimination Law

open access: yesThe Modern Law Review, EarlyView.
Machine learning (ML) systems, increasingly deployed in high‐stakes decision‐making, inherently produce uncertain outputs that can lead to unlawful discrimination. This article provides the first legal analysis of how predictive uncertainty in ML systems interacts with UK anti‐discrimination law under the Equality Act 2010.
Holli Sargeant
wiley   +1 more source

REPRESENTING POLLUTION AT THE AGRARIAN–URBAN FRONTIER: Participatory Documentary Film‐Making in Bar Elias, Lebanon

open access: yesInternational Journal of Urban and Regional Research, EarlyView.
Abstract The Beqaa Valley in Lebanon has become increasingly polluted, and residents are attributing illness to improper waste disposal and dumping. This article explores local epistemologies of pollution’s causes and effects in three films, which were researched and produced by local residents of Bar Elias, a small town in the Beqaa, which has rapidly
Hannah Sender   +2 more
wiley   +1 more source

EPISTEMIC EXTRACTIVISM IN ENGAGED URBAN AND HOUSING RESEARCH: Implications and Counter‐measures

open access: yesInternational Journal of Urban and Regional Research, EarlyView.
Abstract What is ‘epistemic extractivism’, and how does it affect researchers who are engaged in urban and housing movements? This essay first explores the contexts of both engaged research and epistemic extractivism, clarifying their meanings and implications. It also disentangles the ethical and methodological risks posed by epistemic extractivism in
Miguel A. Martínez
wiley   +1 more source

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