Name: Third European Workshop on Algorithmic Fairness (EWAF'24)
Start: 2024-07-01T08:00:00+02:00
End: 2024-07-03T18:00:00+02:00
Location: Mainz

Third European Workshop on Algorithmic Fairness (EWAF'24)

from Monday 1 July 2024 (08:00) to Wednesday 3 July 2024 (18:00)

Monday 1 July 2024
08:00
08:00 - 09:00
Room: Foyer
Contributions

08:00 Registration / Badge Pickup
09:00

09:00 - 09:30
Room: Linke Aula

09:30

09:30 - 10:30
Room: Alte Mensa

10:30 Coffee & Posters
Coffee & Posters
10:30 - 11:00
Room: Alte Mensa
11:00
11:00 - 12:00
Room: Linke Aula
Contributions

11:00 Algorithmic Fairness Over Time: Advances & Prospects - Miriam Rateike

11:05 Can generative AI-based data balancing mitigate unfairness issues in Machine Learning? - Benoît Ronval Ludwig Bothmann Siegfried Nijssen

11:10 Governing online platforms after the Digital Services Act: an analysis of the Commission decision on initiating proceedings against X - Matteo Fabbri

11:15 Algorithmic Fairness in Geo-intelligence Workflows through Causality - Brian Masinde Caroline Gevaert Jaap Zevenbergen Marc van den Homberg Michael Nagenborg

11:20 Threshold Recourse for Dynamic Allocations - Anne-Marie George Christos Dimitrakakis Meirav Segal

11:25 Categorizing algorithmic recommendations: a matter of system, agent, patient - Jesus Salgado Matteo Fabbri

11:30 Exploring Fusion Techniques in Multimodal AI-Based Recruitment: Insights from FairCVdb - Arjun Roy Eirini Ntoutsi Swati Swati

11:35 Social Assessment and Cultural Resistance: The Public Distribution System in Tamil Nadu, India - Sumathi Rajesh
12:00 Lunch
Lunch
12:00 - 13:00
Room: Alte Mensa

13:00

13:00 - 14:00
Room: Atrium Max

14:00 Coffee & Posters
Coffee & Posters
14:00 - 14:30
Room: Alte Mensa
14:30
14:30 - 15:30
Room: Linke Aula
Contributions

14:30 Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness - Conradin Braun Domenique Zipperling Jan-Laurin Müller Kühl Niklas Luca Deck

14:35 Policy Advice and Best Practices on Bias and Fairness in Artificial Intelligence - Alaa Elobaid Alejandra Bringas-Colmenarejo Antonio Ferrara Carlos Mougan Ioanna Papageorgiou Jose M. Alvarez Kristen Scott Laura State Miriam Fahimi Paula Reyero Russo Mayra Salvatore Ruggieri Siamak Ghodsi Simone Fabrizzi Xuan Zhao

14:40 Watching the Watchers: A Comparative Fairness Audit of Cloud-based Content Moderation Services - Amin Oueslati David Hartmann Dimitri Staufer

14:45 Enhancing Fairness through Time-Aware Recourse: A Pathway to Realistic Algorithmic Recommendations - Isabel Valera Isacco Beretta Martina Cinquini

14:50 Beyond Silos: An Interdisciplinary Analysis of Intersectional Discrimination from an EU Perspective - Stephan Wolters

14:55 Eliciting Discrimination Risks in Algorithmic Systems: Taxonomies and Recommendations - Marta Marchiori Manerba

15:00 Risky Complaints: Unpacking Recent Trends in Risk Assessment Across Global Supply Chains - Gabriel Grill

15:05 Risk Scores as Statistical Fatalism - Konstantin Genin Sebastian Zezulka

15:10 On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model - Christoph Heitz Joachim Baumann Teresa Scantamburlo
15:30 Coffee & Posters
Coffee & Posters
15:30 - 16:30
Room: Alte Mensa
16:30
16:30 - 17:30
Room: Linke Aula
Contributions

16:30 Mapping Policymakers' and Laypeople's Perceptions of genAI and FPT in the Context of the EU AI Act - Chiara Ullstein Jens Grossklags Michel Hohendanner

17:00 Fair Balancing? Evaluating LLM-based Privacy Policy Ethics Assessments - Erik Buchmann Vincent Freiberger
16:30 - 17:30
Room: Atrium Max
Contributions

16:30 Unfairness in AI Anti-Corruption Tools: Main Drivers and Consequences - Fernanda Odilla

16:50 Mapping the Potential of Explainable Artificial Intelligence (XAI) for Fairness Along the AI Lifecycle - Astrid Schoemäcker Jakob Schöffer Lena Kästner Luca Deck Niklas Kühl Timo Speith
17:30

17:30 - 18:30
Room: Atrium Max

19:00

19:00 - 00:00
Tuesday 2 July 2024

08:00

08:00 - 09:30
Room: Foyer

09:30

09:30 - 10:30

10:30 Coffee & Posters
Coffee & Posters
10:30 - 11:00
Room: Alte Mensa
11:00
11:00 - 12:00
Room: Linke Aula
Contributions

11:00 A Fair Selective Classifier to Put Humans in the Loop - Andrea Pugnana Daphne Lenders Dino Pedreschi Fosca Giannotti Roberto Pellungrini Toon Calders

11:05 Fairness Beyond Binary Decisions: A Case Study on German Credit - Deborah Dormah Kanubala Isabel Valera Kavya Gupta

11:10 Challenging "Subgroup Fairness": Towards Intersectional Algorithmic Fairness Based on Personas - Carmen Leicht-Scholten Laila Wegner Marie Decker

11:15 Deciding the Future of Refugees: Rolling the Dice or Algorithmic Location Assignment? - Christoph Kern Clara Strasser Ceballos

11:20 How to be fair? A discussion and future perspectives - Marco Favier Toon Calders

11:25 Enabling users’ control on recommender systems for short videos: a design proposal for the implementation of the requirements of the Digital Services Act - Jingyi Jia Matteo Fabbri Wolfgang Woerndl

11:30 Algorithmic Fairness in Clinical Natural Language Processing: Challenges and Opportunities - Anastasia Giachanou Daniel Anadria Daniel Oberski Jacqueline Kernahan Roel Dobbe

11:35 Trust in Fair Algorithms: Pilot Experiment - Alesia Vallenas Coronel Kiara Stempel Marius Köppel Mattia Cerrato Niklas Witzig

11:40 Identifying Gender Stereotypes and Biases in Automated Translation from English to Italian using Similarity Networks - Costanza Nardocci Fatemeh Mohammadi Marta Anamaria Tamborini Paolo Ceravolo Samira Maghool
12:00 Lunch
Lunch
12:00 - 13:00
Room: Alte Mensa
13:00
13:00 - 14:30
Room: Linke Aula
Contributions

13:00 Building Bridges from and Beyond the EU Artificial Intelligence Act. Regulating AI-based Discrimination in the European Scenario - Costanza Nardocci Ernesto Damiani Fatemeh Mohammadi Marilisa D'Amico Marta Annamaria Tamborini Paolo Ceravolo Paolo Gambatesa Samira Maghool
13:00 - 14:30
Room: Atrium Max
Contributions

13:00 Moral Exercises for Human Oversight of AI Systems - Silvia Crafa Teresa Scantamburlo
14:30 Coffee & Posters
Coffee & Posters
14:30 - 15:30
Room: Alte Mensa
15:30
15:30 - 17:00
Room: Linke Aula
Contributions

15:30 How the Digital Services Act can enable researcher access to data of the largest online platforms and search engines - interactive session with the European Commission EC Joint Research Centre
15:30 - 17:00
Room: Atrium Max
Contributions

15:30 Fairness, or not Fairness, That is the Question. Rethinking Virtual Assistants' Responses From an Ethical Perspective - Alessia Nicoletta Marino Giulia Teverini Joy Ciliani
17:00

17:00 - 18:00
Room: Atrium Max

19:00

19:00 - 00:00
Wednesday 3 July 2024

08:00

08:00 - 09:00

09:00

09:00 - 10:00
Room: Alte Mensa

10:00 Coffee break
Coffee break
10:00 - 10:30
Room: Alte Mensa
10:30
10:30 - 12:00
Room: Atrium Max
Contributions

10:30 Striving for Equity: Navigating Algorithmic Fairness for AI in the Workplace - Dominik Köhler Martin Brenzke Thea Radüntz
10:30 - 12:00
Room: Linke Aula
Contributions

10:30 Artificial Intelligence for Assessment in the Context of Asylum Procedures – Lessons Learned and Reflections Upon Fairness-Related Challenges via Participatory Methods and Science-Policy Dialogue AI-FORA
12:00 Lunch
Lunch
12:00 - 13:00
Room: Alte Mensa
13:00
13:00 - 14:15
Room: Linke Aula
Contributions

13:00 Building job seekers’ profiles: can LLM’s level the playing field? - Leid Zejnilovic Susana Lavado

13:05 FAIRRET: A flexible PyTorch library for fairness - Maarten Buyl Marybeth Defrance Tijl De Bie

13:10 Unveiling the Blindspots: Examining Availability and Usage of Protected Attributes in Fairness Datasets - Alessandro Fabris Christoph Kern Jan Simson

13:15 Beyond Distributions: A Systematic Review on Relational Algorithmic Justice - Carmen Leicht-Scholten Laila Wegner Marie Decker

13:20 Pricing Risk: Analysis of Irish Car Insurance Premiums - Adrian Byrne

13:25 20% Increase in Fairness for Black Applicants: A Critical Examination of Fairness Measurements Offered by Startups - Corinna Hertweck Maya Guido

13:30 Integrating Fairness in AI Development: Technical Insights from the fAIr by design Framework - Mira Reisinger Rania Wazir

13:35 Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists - Celestine Mendler-Dünner Joachim Baumann

13:40 Fairness in Graph-Theoretical Optimization Problems - Christopher Hojny Frits Spieksma Sten Wessel

13:45 It is not about Bias but Discrimination - Chaewon Yun Claudia Wagner Jan-Christoph Heilinger

13:50 Exploration of potential new benchmark for fairness evaluation in Europe - Axel Legay Lisa Koutsoviti Koumeri Magali Legast Yasaman Yousefi
14:15 Coffee & Posters
Coffee & Posters
14:15 - 15:00
Room: Alte Mensa
15:00
15:00 - 16:00
Room: Linke Aula
Contributions

15:00 Measurement Modeling of Predictors and Outcomes in Algorithmic Fairness - Christoph Kern Elisabeth Kraus

15:30 Proxy Fairness under the GDPR and the AI Act: A Perspective of Sensitivity and Necessity - Ioanna Papageorgiou
15:00 - 16:00
Room: Atrium Max
Contributions

15:00 Inherent Limitations of AI Fairness - Maarten Buyl Tijl De Bie

15:30 When the Ideal Does Not Compute: Nonideal Theory and Fairness in Machine Learning - Otto Sahlgren
16:00

16:00 - 17:00
Room: Atrium Max

17:00

17:00 - 18:00
Room: Alte Mensa