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@inproceedings{DBLP:conf/ewaf/0002CCIR23,
author = {Joachim Baumann and
Alessandro Castelnovo and
Riccardo Crupi and
Nicole Inverardi and
Daniele Regoli},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {An Open-Source Toolkit to Generate Biased Datasets},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-02.pdf},
timestamp = {Fri, 03 May 2024 17:18:29 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/0002CCIR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/0002HH23,
author = {Joachim Baumann and
Anik{\'{o}} Hann{\'{a}}k and
Christoph Heitz},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Fair Machine Learning Through Post-processing: The Case of Predictive
Parity},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-03.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/0002HH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/0002HLH23,
author = {Joachim Baumann and
Corinna Hertweck and
Michele Loi and
Christoph Heitz},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Unification, Extension, and Interpretation of Group Fairness Metrics
for ML-Based Decision-Making},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-23.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/0002HLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/AthanasopoulosB23,
author = {Andreas Nikolaos Athanasopoulos and
Amanda Belfrage and
David Berg Marklund and
Christos Dimitrakakis},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Approximate Inference for the Bayesian Fairness Framework},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-01.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/AthanasopoulosB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Aytekin23,
author = {Ahmet Bilal Aytekin},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Algorithmic Bias in the Context of European Union Anti-Discrimination
Directives},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-41.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Aytekin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/BeckersCH23,
author = {Sander Beckers and
Hana Chockler and
Joseph Y. Halpern},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {A Causal Analysis of Harm},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-24.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/BeckersCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/BelloCL23,
author = {Marcello Di Bello and
Nicol{\`{o}} Cangiotti and
Michele Loi},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Classification Parity, Causal Equal Protection and Algorithmic Fairness},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-26.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/BelloCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Borca-TasciucGB23,
author = {Giorgian Borca{-}Tasciuc and
Xingzhi Guo and
Stanley Bak and
Steven Skiena},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Provable Fairness for Neural Network Models Using Formal Verification},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-04.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Borca-TasciucGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/BrandnerMWWHH23,
author = {Lou Therese Brandner and
Philipp Mahlow and
Anna Wilken and
Annika W{\"{o}}lke and
Hazar Harmouch and
Simon David Hirsbrunner},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {How Data Quality Determines {AI} Fairness: The Case of Automated Interviewing},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-25.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/BrandnerMWWHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/ByrneCL23,
author = {Adrian Byrne and
Ivan Caffrey and
Quan Le},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Towards a Framework for the Global Assessment of Sensitive Attribute
Bias Within Binary Classification Algorithms},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-05.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/ByrneCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/CacciatoriFK23,
author = {Eugenia Cacciatori and
Enzo Fenoglio and
Emre Kazim},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Living with Opaque Technologies: Insights for {AI} from Digital Simulations},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-42.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/CacciatoriFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/CarovanoM23,
author = {Gabriele Carovano and
Alexander Meinke},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Improving Fairness and Cybersecurity in the Artificial Intelligence
Act},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-43.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/CarovanoM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/CerratoCK23,
author = {Mattia Cerrato and
Alesia Vallenas Coronel and
Marius K{\"{o}}ppel},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {The Case for Correctability in Fair Machine Learning},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-07.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/CerratoCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Fabbri23,
author = {Matteo Fabbri},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Social Influence for Societal Interest: {A} Pro-Ethical Framework
for Improving Human Decision-Making Through Multi-Stakeholder Recommender
Systems},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-27.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Fabbri23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Fabbri23a,
author = {Matteo Fabbri},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {From Digital Nudging to Users' Self-Determination: Explainability
as a Framework for the Effective Implementation of the Transparency
Requirements for Recommender Systems Set by the Digital Services Act
of the European Union},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-44.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Fabbri23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/FabrisGPSS23,
author = {Alessandro Fabris and
Fabio Giachelle and
Alberto Piva and
Gianmaria Silvello and
Gian Antonio Susto},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {A Search Engine for Algorithmic Fairness Datasets},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-08.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/FabrisGPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Ferrario23,
author = {Andrea Ferrario},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Through the Sands of Time: {A} Reliabilistic Account of Justified
Credence in the Trustworthiness of {AI} Systems},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-28.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Ferrario23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/GhodsiN23,
author = {Siamak Ghodsi and
Eirini Ntoutsi},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Affinity Clustering Framework for Data Debiasing Using Pairwise Distribution
Discrepancy},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-10.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/GhodsiN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/GoethalsMC23,
author = {Sofie Goethals and
David Martens and
Toon Calders},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Explainability Methods to Detect and Measure Discrimination in Machine
Learning Models},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-11.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/GoethalsMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/HansenL23,
author = {Sakina Hansen and
Joshua R. Loftus},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Model-Agnostic Auditing: {A} Lost Cause?},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-12.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/HansenL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Hertweck0LH23,
author = {Corinna Hertweck and
Joachim Baumann and
Michele Loi and
Christoph Heitz},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {FairnessLab: {A} Consequence-Sensitive Bias Audit and Mitigation Toolkit},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-13.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Hertweck0LH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/HondrichR23,
author = {Lukas Hondrich and
Hannah Ruschemeier},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Addressing Automation Bias through Verifiability},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-45.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/HondrichR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/JaimeK23,
author = {Sofia Jaime and
Christoph Kern},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Ethnic Classifications in Algorithmic Decision-Making Processes},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-35.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/JaimeK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/JourdanKALR23,
author = {Fanny Jourdan and
Titon Tshiongo Kaninku and
Nicholas Asher and
Jean{-}Michel Loubes and
Laurent Risser},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Breaking Bias: How Optimal Transport Can Help to Tackle Gender Biases
in {NLP} Based Job Recommendation Systems?},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-14.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/JourdanKALR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/JourdanPALR23,
author = {Fanny Jourdan and
Ronan Pons and
Nicholas Asher and
Jean{-}Michel Loubes and
Laurent Risser},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Is a Fairness Metric Score Enough to Assess Discrimination Biases
in Machine Learning?},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-09.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/JourdanPALR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/KernBMK23,
author = {Christoph Kern and
Ruben L. Bach and
Hannah Mautner and
Frauke Kreuter},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {When Small Decisions Have Big Impact: Fairness Implications of Algorithmic
Profiling Schemes},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-36.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/KernBMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/KulynychHTC23,
author = {Bogdan Kulynych and
Hsiang Hsu and
Carmela Troncoso and
Fl{\'{a}}vio P. Calmon},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Arbitrary Decisions Are a Hidden Cost of Differentially Private Training},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-15.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/KulynychHTC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Loftus23,
author = {Joshua R. Loftus},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {It's About Time: Counterfactual Fairness and Temporal Depth},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-16.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Loftus23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/LoosleySCZ23,
author = {Alex Loosley and
Amrollah Seifoddini and
Alessandro Canopoli and
Meike Zehlike},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Body Measurement Prediction Fairness},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-17.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/LoosleySCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Muller23,
author = {Jan{-}Laurin M{\"{u}}ller},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Fairness in Machine Learning as 'Algorithmic Positive Action'},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-46.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Muller23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Pagan0EPBH23,
author = {Nicol{\`{o}} Pagan and
Joachim Baumann and
Ezzat Elokda and
Giulia De Pasquale and
Saverio Bolognani and
Anik{\'{o}} Hann{\'{a}}k},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Closing the Loop: Feedback Loops and Biases in Automated Decision-Making},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-18.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Pagan0EPBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/PierresDC23,
author = {Oriane Pierr{\`{e}}s and
Alireza Darvishy and
Markus Christen},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Artificial Intelligence in Higher Education: Ethical Concerns for
Students With Disabilities},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-37.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/PierresDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Pitoura23,
author = {Evaggelia Pitoura},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Pagerank Fairness in Networks},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-19.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Pitoura23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Porcaro0GV23,
author = {Lorenzo Porcaro and
Carlos Castillo and
Emilia G{\'{o}}mez and
Jo{\~{a}}o Vinagre},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Fairness and Diversity in Information Access Systems},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-20.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Porcaro0GV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/QuaresminiVBST23,
author = {Camilla Quaresmini and
Eugenia Villa and
Valentina Breschi and
Viola Schiaffonati and
Mara Tanelli},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Qualification and Quantification of Fairness for Sustainable Mobility
Policies},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-29.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/QuaresminiVBST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/RigottiPFK23,
author = {Carlotta Rigotti and
Alexandre R. Puttick and
Eduard Fosch{-}Villaronga and
Mascha Kurpicz{-}Briki},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Mitigating Diversity Biases of {AI} in the Labor Market},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-47.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/RigottiPFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Sahlgren23,
author = {Otto Sahlgren},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Using Fairness Metrics as Decision-Making Procedures: Algorithmic
Fairness and the Problem of Action-Guidance},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-30.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Sahlgren23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/ScantamburloG23,
author = {Teresa Scantamburlo and
Giovanni Grandi},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {A 'Little Ethics' for Algorithmic Decision-Making},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-31.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/ScantamburloG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/ScharowskiBKWB23,
author = {Nicolas Scharowski and
Michaela Benk and
Swen J. K{\"{u}}hne and
L{\'{e}}ane Wettstein and
Florian Br{\"{u}}hlmann},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Certification Labels for Trustworthy {AI}},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-48.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/ScharowskiBKWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/SimsonPK23,
author = {Jan Simson and
Florian Pfisterer and
Christoph Kern},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {What If? Using Multiverse Analysis to Evaluate the Influence of Model
Design Decisions on Algorithmic Fairness},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-38.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/SimsonPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/StateCBRTL23,
author = {Laura State and
Alejandra Bringas Colmenarejo and
Andrea Beretta and
Salvatore Ruggieri and
Franco Turini and
Stephanie Law},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {The Explanation Dialogues: Understanding How Legal Experts Reason
About {XAI} Methods},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-49.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/StateCBRTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/StateF23,
author = {Laura State and
Miriam Fahimi},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Careful Explanations: {A} Feminist Perspective on {XAI}},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-39.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/StateF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/StraubMHFEB23,
author = {Vincent J. Straub and
Deborah Morgan and
Youmna Hashem and
John Francis and
Saba Esnaashari and
Jonathan Bright},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {A Multidomain Relational Framework to Guide Institutional {AI} Research
and Adoption},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-32.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/StraubMHFEB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/TeuberB23,
author = {Samuel Teuber and
Bernhard Beckert},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Formally Verified Algorithmic Fairness Using Information-Flow Tools},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-21.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/TeuberB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/UllsteinEPG23,
author = {Chiara Ullstein and
Severin Engelmann and
Orestis Papakyriakopoulos and
Jens Grossklags},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {A Reflection on How Cross-Cultural Perspectives on the Ethics of Facial
Analysis {AI} Can Inform {EU} Policymaking},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-40.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/UllsteinEPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/WanZL23,
author = {Charles Wan and
Leid Zejnilovic and
Susana Lavado},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {How Differential Robustness Creates Disparate Impact: {A} European
Case Study},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-22.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/WanZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/WeertsXTOP23,
author = {Hilde J. P. Weerts and
Rapha{\"{e}}le Xenidis and
Fabien Tarissan and
Henrik Palmer Olsen and
Mykola Pechenizkiy},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Algorithmic Unfairness Through the Lens of {EU} Non-Discrimination
Law},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-50.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/WeertsXTOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Wielinga23,
author = {Bauke Wielinga},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Complex Equality and Algorithmic Fairness: {A} Social Goods Approach
to Make Statistical Fairness Metrics Less Abstract},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-33.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Wielinga23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Wojcik23,
author = {Malwina Anna Wojcik},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Assessing the Legality of Using the Category of Race and Ethnicity
in Clinical Algorithms - the {EU} Anti-Discrimination Law Perspective},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-51.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Wojcik23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/X23,
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Preface},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/preface.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/YousefiKLSVL23,
author = {Yasaman Yousefi and
Lisa Koutsoviti Koumeri and
Magali Legast and
Christoph Schommer and
Koen Vanhoof and
Axel Legay},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Compatibility of Fairness Metrics With {EU} Non-Discrimination Law:
{A} Legal and Technical Case Study},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-52.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/YousefiKLSVL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/Zezulka23,
author = {Sebastian Zezulka},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Fairness After Intervention: Towards a Theory of Substantial Fairness
for Machine Learning},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-34.pdf},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/Zezulka23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ewaf/2023,
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442},
urn = {urn:nbn:de:0074-3442-0},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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