Beyond accuracy-fairness : stop evaluating bias mitigation methods solely on between-group metrics

Source
ArXiv, 2024,16 p.
Author(s)

Users’ needs in interactive bias auditing tools introducing a requirement checklist and evaluating existing tools

Source
AI and ethics - ISSN 2730-5953- (2023) p. 1-29

Artificial Intelligence and Machine Learning : 34th Joint Benelux Conference, BNAIC/Benelearn 2022, November 7–9, 2022, Mechelen, Belgium

Source
Cham, Springer, 2023,179 p.
Author(s)

Real-life performance of fairness interventions : introducing a new benchmarking dataset for fair ML

Source
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing (SAC '23), March 27 – March 31, 2023, Tallinn, Estonia- () p. 350-357