Discrimination for the sake of fairness by design and its legal framework

H Hoch, C Hertweck, M Loi, A Tamò-Larrieux - Computer Law & Security …, 2024 - Elsevier
As algorithms are increasingly enlisted to make critical determinations about human actors,
the more frequently we see these algorithms appear in sensational headlines crying foul on …

[HTML][HTML] How i would have been differently treated. discrimination through the lens of counterfactual fairness

M Loi, F Nappo, E Viganò - Res Publica, 2023 - Springer
The widespread use of algorithms for prediction-based decisions urges us to consider the
question of what it means for a given act or practice to be discriminatory. Building upon work …

Fairness-aware machine learning: a perspective

I Zliobaite - arXiv preprint arXiv:1708.00754, 2017 - arxiv.org
Algorithms learned from data are increasingly used for deciding many aspects in our life:
from movies we see, to prices we pay, or medicine we get. Yet there is growing evidence …

AI-supported decision-making under the general data protection regulation

M Brkan - Proceedings of the 16th edition of the International …, 2017 - dl.acm.org
The purpose of this paper is to analyse the rules of the General Data Protection Regulation
on automated decision making in the age of Big Data and to explore how to ensure …

[PDF][PDF] Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration

I Papageorgiou, C Mougan - NeurIPS 2023 Workshop on …, 2023 - drive.google.com
This paper explores the intersection of the upcoming AI Regulation and fair ML research,
specifically examining the legal principle of” necessity” in the context of processing sensitive …

[图书][B] Artificial intelligence in hiring: Understanding attitudes and perspectives of HR practitioners

MF Robinson - 2019 - search.proquest.com
Disruptive technologies that enable knowledge work automation through artificial
intelligence (AI) and robotics are changing how we do work and precipitating the redesign of …

[HTML][HTML] Black-Box Testing and Auditing of Bias in ADM Systems

TD Krafft, MP Hauer, K Zweig - Minds and Machines, 2024 - Springer
For years, the number of opaque algorithmic decision-making systems (ADM systems) with a
large impact on society has been increasing: eg, systems that compute decisions about …

[PDF][PDF] Allocating organs through algorithms and equitable access to transplantation—a European human rights law approach

A Lebret - Journal of Law and the Biosciences, 2023 - academic.oup.com
Digitization in transplantation is not a new phenomenon. Algorithms are being used, for
example, to allocate organs based on medical compatibility and priority criteria. However …

Economy-on-demand and the fairness of algorithms

C Schubert, MT Hütt - European Labour Law Journal, 2019 - journals.sagepub.com
Algorithms are the key instrument for the economy-on-demand using platforms for its clients,
workers and self-employed. An effective legal enforcement must not be limited to the control …

Las garantías frente a las decisiones automatizadas: del Reglamento General de Protección de Datos a la gobernanza algorítmica

A Roig - 2020 - torrossa.com
Las empresas y los poderes públicos usan cada vez más herramientas de toma de
decisiones basadas en inteligencia artificial1. La Autoridad Catalana de Protección de …