@comment{It is strongly recommended to use BibLaTeX for these entries}

@inproceedings{RonvalEtAl:EWAF242024,
title = {Can Generative Ai-based Data Balancing Mitigate Unfairness Issues in Machine Learning?},
author = {Benoît Ronval and Siegfried Nijssen and Ludwig Bothmann},
url = {http://ceur-ws.org/Vol-3908/#paper_2},
crossref = {EWAF242024},
}

@inproceedings{Fabbri:EWAF242024,
title = {Governing Online Platforms After the Digital Services Act: an Analysis of the Commission Decision on Initiating Proceedings Against X},
author = {Matteo Fabbri},
url = {http://ceur-ws.org/Vol-3908/#paper_8},
crossref = {EWAF242024},
}

@inproceedings{AlvarezEtAl:EWAF242024,
title = {Policy Advice and Best Practices on Bias and Fairness in Artificial Intelligence},
author = {Jose M. Alvarez and Alejandra Bringas-Colmenarejo and Alaa Elobaid and Simone Fabrizzi and Miriam Fahimi and Antonio Ferrara and Siamak Ghodsi and Carlos Mougan and Ioanna Papageorgiou and Paula Reyero and Russo Mayra and Kristen M. Scott and Laura State and Xuan Zhao and Salvatore Ruggieri},
url = {http://ceur-ws.org/Vol-3908/#paper_9},
crossref = {EWAF242024},
}

@inproceedings{BerettaEtAl:EWAF242024,
title = {Enhancing Fairness Through Time-aware Recourse: a Pathway to Realistic Algorithmic Recommendations},
author = {Isacco Beretta and Martina Cinquini and Isabel Valera},
url = {http://ceur-ws.org/Vol-3908/#paper_10},
crossref = {EWAF242024},
}

@inproceedings{Sahlgren:EWAF242024,
title = {When the Ideal Does Not Compute: Nonideal Theory and Fairness in Machine Learning},
author = {Otto Sahlgren},
url = {http://ceur-ws.org/Vol-3908/#paper_12},
crossref = {EWAF242024},
}

@inproceedings{Wolters:EWAF242024,
title = {Beyond Silos: an Interdisciplinary Analysis of Intersectional Discrimination From an Eu Perspective},
author = {Stephan Wolters},
url = {http://ceur-ws.org/Vol-3908/#paper_13},
crossref = {EWAF242024},
}

@inproceedings{LendersEtAl:EWAF242024,
title = {A Fair Selective Classifier to Put Humans in the Loop},
author = {Daphne Lenders and Andrea Pugnana and Roberto Pellungrini and Toon Calders and Fosca Giannotti and Dino Pedreschi},
url = {http://ceur-ws.org/Vol-3908/#paper_14},
crossref = {EWAF242024},
}

@inproceedings{KanubalaEtAl:EWAF242024,
title = {Fairness Beyond Binary Decisions: a Case Study on German Credit},
author = {Deborah Dormah Kanubala and Isabel Valera and Kavya Gupta},
url = {http://ceur-ws.org/Vol-3908/#paper_15},
crossref = {EWAF242024},
}

@inproceedings{HartmannEtAl:EWAF242024,
title = {Watching the Watchers: a Comparative Fairness Audit of Cloud-based Content Moderation Services},
author = {David Hartmann and Amin Oueslati and Dimitri Staufer},
url = {http://ceur-ws.org/Vol-3908/#paper_17},
crossref = {EWAF242024},
}

@inproceedings{DeckerEtAl:EWAF242024,
title = {Challenging "subgroup Fairness": Towards Intersectional Algorithmic Fairness Based on Personas},
author = {Marie Decker and Laila Wegner and Carmen Leicht-Scholten},
url = {http://ceur-ws.org/Vol-3908/#paper_19},
crossref = {EWAF242024},
}

@inproceedings{UllsteinEtAl:EWAF242024,
title = {Mapping Policymakers' and Laypeople's Perceptions of Genai and Fpt},
author = {Chiara Ullstein and Michel Hohendanner and Jens Grossklags},
url = {http://ceur-ws.org/Vol-3908/#paper_22},
crossref = {EWAF242024},
}

@inproceedings{KrausKern:EWAF242024,
title = {Measurement Modeling of Predictors and Outcomes in Algorithmic Fairness},
author = {Elisabeth Kraus and Christoph Kern},
url = {http://ceur-ws.org/Vol-3908/#paper_23},
crossref = {EWAF242024},
}

@inproceedings{CeballosKern:EWAF242024,
title = {Deciding the Future of Refugees: Rolling the Dice or Algorithmic Location Assignment?},
author = {Clara Strasser Ceballos and Christoph Kern},
url = {http://ceur-ws.org/Vol-3908/#paper_24},
crossref = {EWAF242024},
}

@inproceedings{FavierCalders:EWAF242024,
title = {How to Be Fair? a Discussion and Future Perspectives},
author = {Marco Favier and Toon Calders},
url = {http://ceur-ws.org/Vol-3908/#paper_25},
crossref = {EWAF242024},
}

@inproceedings{LavadoZejnilovic:EWAF242024,
title = {Building Job Seekers’ Profiles: Can Llms Level the Playing Field?},
author = {Susana Lavado and Leid Zejnilovic},
url = {http://ceur-ws.org/Vol-3908/#paper_26},
crossref = {EWAF242024},
}

@inproceedings{DefranceEtAl:EWAF242024,
title = {Fairret: a Flexible Pytorch Library for Fairness},
author = {Marybeth Defrance and Maarten Buyl and Tijl De Bie},
url = {http://ceur-ws.org/Vol-3908/#paper_27},
crossref = {EWAF242024},
}

@inproceedings{FreibergerBuchmann:EWAF242024,
title = {Fair Balancing? Evaluating Llm-based Privacy Policy Ethics Assessments},
author = {Vincent Freiberger and Erik Buchmann},
url = {http://ceur-ws.org/Vol-3908/#paper_30},
crossref = {EWAF242024},
}

@inproceedings{SimsonEtAl:EWAF242024,
title = {Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets},
author = {Jan Simson and Alessandro Fabris and Christoph Kern},
url = {http://ceur-ws.org/Vol-3908/#paper_31},
crossref = {EWAF242024},
}

@inproceedings{WegnerEtAl:EWAF242024,
title = {Beyond Distributions: a Systematic Review on Relational Algorithmic Justice},
author = {Laila Wegner and Marie Decker and Carmen Leicht-Scholten},
url = {http://ceur-ws.org/Vol-3908/#paper_32},
crossref = {EWAF242024},
}

@inproceedings{Byrne:EWAF242024,
title = {Pricing Risk: Analysis of Irish Car Insurance Premiums},
author = {Adrian Byrne},
url = {http://ceur-ws.org/Vol-3908/#paper_34},
crossref = {EWAF242024},
}

@inproceedings{HertweckGuido:EWAF242024,
title = {20% Increase in Fairness for Black Applicants": a Critical Examination of Fairness Measurements Offered by Startups},
author = {Corinna Hertweck and Maya Guido},
url = {http://ceur-ws.org/Vol-3908/#paper_37},
crossref = {EWAF242024},
}

@inproceedings{DeckEtAl:EWAF242024,
title = {Mapping the Potential of Explainable Artificial Intelligence (xai) for Fairness Along the Ai Lifecycle},
author = {Luca Deck and Astrid Schoemäcker and Timo Speith and Jakob Schöffer and Lena Kästner and Niklas Kühl},
url = {http://ceur-ws.org/Vol-3908/#paper_38},
crossref = {EWAF242024},
}

@inproceedings{DeckEtAl:EWAF242024,
title = {Implications of the Ai Act for Non-discrimination Law and Algorithmic Fairness},
author = {Luca Deck and Jan-Laurin Müller and Conradin Braun and Domenique Zipperling and Kühl Niklas},
url = {http://ceur-ws.org/Vol-3908/#paper_39},
crossref = {EWAF242024},
}

@inproceedings{ReisingerWazir:EWAF242024,
title = {Integrating Fairness in Ai Development: Technical Insights From the Fair by Design Framework},
author = {Mira Reisinger and Rania Wazir},
url = {http://ceur-ws.org/Vol-3908/#paper_40},
crossref = {EWAF242024},
}

@inproceedings{BaumannMendler-Dünner:EWAF242024,
title = {Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists},
author = {Joachim Baumann and Celestine Mendler-Dünner},
url = {http://ceur-ws.org/Vol-3908/#paper_41},
crossref = {EWAF242024},
}

@inproceedings{HojnyEtAl:EWAF242024,
title = {Fairness in Graph-theoretical Optimization Problems},
author = {Christopher Hojny and Frits Spieksma and Sten Wessel},
url = {http://ceur-ws.org/Vol-3908/#paper_42},
crossref = {EWAF242024},
}

@inproceedings{YunEtAl:EWAF242024,
title = {It Is Not About Bias But Discrimination},
author = {Chaewon Yun and Claudia Wagner and Jan-Christoph Heilinger},
url = {http://ceur-ws.org/Vol-3908/#paper_44},
crossref = {EWAF242024},
}

@inproceedings{LegastEtAl:EWAF242024,
title = {Exploration of Potential New Benchmark for Fairness Evaluation in Europe},
author = {Magali Legast and Lisa Koutsoviti Koumeri and Yasaman Yousefi and Axel Legay},
url = {http://ceur-ws.org/Vol-3908/#paper_45},
crossref = {EWAF242024},
}

@inproceedings{Manerba:EWAF242024,
title = {Eliciting Discrimination Risks in Algorithmic Systems: Taxonomies and Recommendations},
author = {Marta Marchiori Manerba},
url = {http://ceur-ws.org/Vol-3908/#paper_47},
crossref = {EWAF242024},
}

@inproceedings{FabbriEtAl:EWAF242024,
title = {Enabling Users’ Control on Recommender Systems for Short Videos: a Design Proposal for the Implementation of the Requirements of the Digital Services Act},
author = {Matteo Fabbri and Jingyi Jia and Wolfgang Woerndl},
url = {http://ceur-ws.org/Vol-3908/#paper_49},
crossref = {EWAF242024},
}

@inproceedings{AnadriaEtAl:EWAF242024,
title = {Algorithmic Fairness in Clinical Natural Language Processing: Challenges and Opportunities},
author = {Daniel Anadria and Anastasia Giachanou and Jacqueline Kernahan and Roel Dobbe and Daniel Oberski},
url = {http://ceur-ws.org/Vol-3908/#paper_50},
crossref = {EWAF242024},
}

@inproceedings{CerratoEtAl:EWAF242024,
title = {Trust in Fair Algorithms: Pilot Experiment},
author = {Mattia Cerrato and Marius Köppel and Kiara Stempel and Alesia Vallenas Coronel and Niklas Witzig},
url = {http://ceur-ws.org/Vol-3908/#paper_53},
crossref = {EWAF242024},
}

@inproceedings{MohammadiEtAl:EWAF242024,
title = {Identifying Gender Stereotypes and Biases in Automated Translation From English to Italian Using Similarity Networks},
author = {Fatemeh Mohammadi and Marta Anamaria Tamborini and Paolo Ceravolo and Costanza Nardocci and Samira Maghool},
url = {http://ceur-ws.org/Vol-3908/#paper_54},
crossref = {EWAF242024},
}

@inproceedings{MasindeEtAl:EWAF242024,
title = {Algorithmic Fairness in Geo-intelligence Workflows Through Causality},
author = {Brian Masinde and Caroline Gevaert and Michael Nagenborg and Marc van den Homberg and Jaap Zevenbergen},
url = {http://ceur-ws.org/Vol-3908/#paper_56},
crossref = {EWAF242024},
}

@inproceedings{SegalEtAl:EWAF242024,
title = {Threshold Recourse for Dynamic Allocations},
author = {Meirav Segal and Anne-Marie George and Christos Dimitrakakis},
url = {http://ceur-ws.org/Vol-3908/#paper_57},
crossref = {EWAF242024},
}

@inproceedings{ScantamburloEtAl:EWAF242024,
title = {On Prediction-modelers and Decision-makers: Why Fairness Requires More Than a Fair Prediction Model},
author = {Teresa Scantamburlo and Joachim Baumann and Christoph Heitz},
url = {http://ceur-ws.org/Vol-3908/#paper_59},
crossref = {EWAF242024},
}

@inproceedings{Grill:EWAF242024,
title = {Risky Complaints: Unpacking Recent Trends in Risk Assessment Across Global Supply Chains},
author = {Gabriel Grill},
url = {http://ceur-ws.org/Vol-3908/#paper_61},
crossref = {EWAF242024},
}

@inproceedings{FabbriSalgado:EWAF242024,
title = {Categorizing Algorithmic Recommendations: a Matter of System, Agent, Patient},
author = {Matteo Fabbri and Jesus Salgado},
url = {http://ceur-ws.org/Vol-3908/#paper_64},
crossref = {EWAF242024},
}

@inproceedings{Papageorgiou:EWAF242024,
title = {Proxy Fairness Under the Gdpr and the Ai Act: a Perspective of Sensitivity and Necessity},
author = {Ioanna Papageorgiou},
url = {http://ceur-ws.org/Vol-3908/#paper_67},
crossref = {EWAF242024},
}

@inproceedings{SwatiEtAl:EWAF242024,
title = {Exploring Fusion Techniques in Multimodal Ai-based Recruitment: Insights From Faircvdb},
author = {Swati Swati and Arjun Roy and Eirini Ntoutsi},
url = {http://ceur-ws.org/Vol-3908/#paper_68},
crossref = {EWAF242024},
}

@proceedings{EWAF242024,
booktitle = {3rd European Workshop on Algorithmic Fairness (EWAF24)},
title = {Proceedings of the 3rd European Workshop on Algorithmic Fairness (EWAF24)},
year = 2024,
editor = {Mattia Cerrato and Alesia Vallenas Coronel and Petra Ahrweiler and Michele Loi and Mykola Pechenizkiy and Aurelia Tamò-Larrieux},
number = 3908,
series = {CEUR Workshop Proceedings},
address = {Aachen},
issn = {1613-0073},
url = {http://ceur-ws.org/Vol-3908/},
venue = {Mainz, Germany},
eventdate = {2024-07-01/2024-07-03},
}

