Fairness, AI & recruitment

C Rigotti, E Fosch-Villaronga - Computer Law & Security Review, 2024 - Elsevier
The ever-increasing adoption of AI technologies in the hiring landscape to enhance human
resources efficiency raises questions about algorithmic decision-making's implications in …

[HTML][HTML] Transforming towards inclusion-by-design: Information system design principles sha** data-driven financial inclusiveness

R Sulastri, M Janssen, I van de Poel, A Ding - Government Information …, 2024 - Elsevier
Digitalization and datafication of financial systems result in more efficiency, but might also
result in the exclusions of certain groups. Governments are looking for ways to increase …

Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness

L Deck, JL Müller, C Braun, D Zipperling… - arxiv preprint arxiv …, 2024 - arxiv.org
The topic of fairness in AI, as debated in the FATE (Fairness, Accountability, Transparency,
and Ethics in AI) communities, has sparked meaningful discussions in the past years …

Overcoming representation bias in fairness-aware data repair using optimal transport

A Langbridge, A Quinn, R Shorten - arxiv preprint arxiv:2410.02840, 2024 - arxiv.org
Optimal transport (OT) has an important role in transforming data distributions in a manner
which engenders fairness. Typically, the OT operators are learnt from the unfair attribute …

It's complicated. The relationship of algorithmic fairness and non-discrimination regulations in the EU AI Act

K Meding - arxiv preprint arxiv:2501.12962, 2025 - arxiv.org
What constitutes a fair decision? This question is not only difficult for humans but becomes
more challenging when Artificial Intelligence (AI) models are used. In light of discriminatory …

Transforming towards inclusion-by-design

R Sulastri, M Janssen, IR Poel, AY Ding - 2024 - repository.tudelft.nl
Digitalization and datafication of financial systems result in more efficiency, but might also
result in the exclusions of certain groups. Governments are looking for ways to increase …