What Is Fairness? On the Role of Protected Attributes and Fictitious
Worlds

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What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds

19 May 2022

Ludwig Bothmann

Kristina Peters

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Papers citing "What Is Fairness? On the Role of Protected Attributes and Fictitious Worlds"

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Title
TABFAIRGDT: A Fast Fair Tabular Data Generator using Autoregressive Decision Trees Emmanouil Panagiotou Benoît Ronval Arjun Roy Ludwig Bothmann B. Bischl Siegfried Nijssen Eirini Ntoutsi 60 0 0 24 Sep 2025
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware FairnessThe Web Conference (WWW), 2025 Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 183 5 0 25 Feb 2025
Privilege Scores Ludwig Bothmann Philip A. Boustani Jose M. Alvarez Giuseppe Casalicchio B. Bischl Susanne Dandl 171 0 0 03 Feb 2025
Auditing and Enforcing Conditional Fairness via Optimal TransportAAAI Conference on Artificial Intelligence (AAAI), 2024 Mohsen Ghassemi Alan Mishler Niccolò Dalmasso Luhao Zhang Vamsi K. Potluru T. Balch Manuela Veloso 222 1 0 17 Oct 2024
Causal Fair Machine Learning via Rank-Preserving Interventional Distributions Ludwig Bothmann Susanne Dandl M. Schomaker FaML 99 6 0 24 Jul 2023