The measure and mismeasure of fairness

S Corbett-Davies, JD Gaebler, H Nilforoshan… - The Journal of Machine …, 2023 - dl.acm.org
The field of fair machine learning aims to ensure that decisions guided by algorithms are
equitable. Over the last decade, several formal, mathematical definitions of fairness have …

Bias in, bias out

SG Mayson - YAle lJ, 2018 - HeinOnline
Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic
risk assessment to estimate the likelihood that a person will commit future crime. As many …

[HTML][HTML] Discrimination in the Age of Algorithms

J Kleinberg, J Ludwig, S Mullainathan… - Journal of Legal …, 2018 - academic.oup.com
The law forbids discrimination. But the ambiguity of human decision-making often makes it
hard for the legal system to know whether anyone has discriminated. To understand how …

The statistical fairness field guide: perspectives from social and formal sciences

AN Carey, X Wu - AI and Ethics, 2023 - Springer
Over the past several years, a multitude of methods to measure the fairness of a machine
learning model have been proposed. However, despite the growing number of publications …

Expanding the boundaries of justice in urban greening scholarship: toward an emancipatory, antisubordination, intersectional, and relational approach

I Anguelovski, AL Brand, JJT Connolly… - Annals of the …, 2020 - Taylor & Francis
Supported by a large body of scholarship, it is increasingly orthodox practice for cities to
deploy urban greening interventions to address diverse socioenvironmental challenges …

Police reform through a power lens

J Simonson - Yale LJ, 2020 - HeinOnline
Scholars and reformers have in recent years begun to imagine new and different
configurations for how the state can design policing institutions. These conversations have …

[图书][B] Pensando como um negro: ensaio de hermenêutica jurídica

AJ Moreira - 2024 - books.google.com
A Editora Contracorrente apresenta a segunda edição do aclamado livro" Pensando como
um Negro: Ensaio de Hermenêutica Jurídica". Trata-se uma obra bastante peculiar sobre …

Racial equity in algorithmic criminal justice

AZ Huq - Duke Law Journal, 2019 - JSTOR
Algorithmic tools for predicting violence and criminality are increasingly deployed in
policing, bail, and sentencing. Scholarly attention to date has focused on these tools' …

Anti-segregation policing

MC Bell - NYUL Rev., 2020 - HeinOnline
Baltimore, Maryland. Buffalo, New York. Cleveland, Ohio. Chicago, Illinois. Cincinnati, Ohio.
Columbus, Ohio. Detroit, Michigan. East Haven, Connecticut. Ferguson, Missouri. Highland …

Data-driven discrimination at work

PT Kim - Wm. & Mary L. Rev., 2016 - HeinOnline
ABSTRACT A data revolution is transforming the workplace. Employers are increasingly
relying on algorithms to decide who gets interviewed, hired, or promoted. Although data …