Jekyll2026-10-04T21:29:40+00:00https://proceedings.mlr.press/v350/feed.xmlProceedings of Machine Learning ResearchProceedings of Fifth European Conference on Algorithmic Fairness
Held in Ghent University, Ghent, Belgium on 02-04 September 2026
Published as Volume 350 by the Proceedings of Machine Learning Research on 30 September 2026.
Volume Edited by:
Tijl De Bie
MaryBeth Defrance
Toon Calders
Dennis Nguyen
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRSequential Hypothesis Testing for Black-Box Fairness Audits2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/anaya-quesada26a[{"given"=>"Martín", "family"=>"Anaya-Quesada"}, {"given"=>"Marios", "family"=>"Kountouris"}]It Takes So Little to Change So Much: Investigating the Robustness of a Danish Voting Advice Algorithm2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/astante26a[{"given"=>"Giovanni", "family"=>"Astante"}, {"given"=>"Roberta", "family"=>"Sinatra"}, {"given"=>"Vedran", "family"=>"Sekara"}]Towards EU AI Act Compliance: Self-Certification and Fairness Alignment for Facial Emotion Recognition2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/autischer26a[{"given"=>"Gregor", "family"=>"Autischer"}, {"given"=>"Kerstin", "family"=>"Waxnegger"}, {"given"=>"Dominik", "family"=>"Kowald"}]From Algorithmic Fairness to Evidentiary Reliability: Judicial Analytics under Article 6 ECHR2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/banerjee26a[{"given"=>"Arjun Bhubaneshwar", "family"=>"Banerjee"}]FairMind: A Tool for Automatic Causal Fairness Analysis with LLM-Generated Reports2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/berarducci26a[{"given"=>"Alessia", "family"=>"Berarducci"}, {"given"=>"Eric", "family"=>"Rossetto"}, {"given"=>"Alessandro", "family"=>"Antonucci"}, {"given"=>"Marco", "family"=>"Zaffalon"}]From Relevance to Reward: A Pipeline View of Addictive Design in Recommender Systems under the DSA2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/boratto26a[{"given"=>"Ludovico", "family"=>"Boratto"}, {"given"=>"Silvia", "family"=>"De Conca"}, {"given"=>"Matteo", "family"=>"Fabbri"}, {"given"=>"Alessandro", "family"=>"Fabris"}]Understanding Fairness in AI Business Applications: A Case Study on AI Job Interviewing Platforms2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/brandner26a[{"given"=>"Lou Therese", "family"=>"Brandner"}, {"given"=>"Lisa", "family"=>"Koeritz"}]AI Tools in Algorithmic Management: Early Insights from Germany and Challenges for a fair and co-determined Design2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/brenzke26a[{"given"=>"Martin", "family"=>"Brenzke"}, {"given"=>"Thea", "family"=>"Radüntz"}]Who Gets the Better Story? An Exploration of Fairness in Explainable AI Narratives for Credit Scoring2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/bulck26a[{"given"=>"Wannes", "family"=>"Bulck", "prefix"=>"Van den"}, {"given"=>"Sofie", "family"=>"Goethals"}, {"given"=>"David", "family"=>"Martens"}]Fifth European Conference on Algorithmic Fairness (ECAF’26)2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v350/de-bie26a[{"given"=>"Tijl", "family"=>"De Bie"}, {"given"=>"MaryBeth", "family"=>"Defrance"}, {"given"=>"Toon", "family"=>"Calders"}, {"given"=>"Dennis", "family"=>"Nguyen"}]