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Joachim Baumann
Joachim Baumann
Department of Informatics, University of Zurich
Verified email at ifi.uzh.ch - Homepage
Title
Cited by
Cited by
Year
Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency
J Baumann, A Hannák, C Heitz
2022 ACM Conference on Fairness, Accountability, and Transparency, 2315 - 2326, 2022
232022
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
N Pagan, J Baumann, E Elokda, G De Pasquale, S Bolognani, A Hannák
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
172023
Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias
J Baumann, A Castelnovo, R Crupi, N Inverardi, D Regoli
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
122023
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making
J Baumann, C Hertweck, M Loi, C Heitz
Proceedings of the 2nd European Workshop on Algorithmic Fairness (EWAF'23), 2023
11*2023
Fairness and Risk: An Ethical Argument for a Group Fairness Definition Insurers Can Use
J Baumann, M Loi
Philosophy & Technology 36 (3), 45, 2023
102023
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation
J Baumann, C Heitz
2022 9th Swiss Conference on Data Science (SDS), 19-25, 2022
92022
Dealers of Peaches and Lemons: How Can Used Car Dealers Use Trusted Car Data to Create Value?
J Baumann, L Zavolokina, G Schwabe
54th Hawaii International Conference on System Sciences (HICSS-54), 5409-5418, 2021
5*2021
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit
C Hertweck, J Baumann, M Loi, C Heitz
Proceedings of the 2nd European Workshop on Algorithmic Fairness (EWAF'23), 2023
12023
Fairness in Online Ad Delivery
J Baumann, P Sapiezynski, C Heitz, A Hannak
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1418-1432, 2024
2024
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
J Baumann, C Mendler-Dünner
arXiv preprint arXiv:2404.04269, 2024
2024
Preventing Eviction-Caused Homelessness through ML-Informed Distribution of Rental Assistance
C Vajiac, A Frey, J Baumann, A Smith, K Amarasinghe, A Lai, K Rodolfa, ...
Proceedings of the AAAI Conference on Artificial Intelligence 2024, 2024
2024
On prediction-modelers and decision-makers: why fairness requires more than a fair prediction model
T Scantamburlo, J Baumann, C Heitz
AI & SOCIETY, 1-17, 2024
2024
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