Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms

12 November 2023

Papers citing "Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms"

6 / 6 papers shown

Title
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations in the EU AI Act Kristof Meding FaML 62 1 0 22 Jan 2025
Fairness Uncertainty Quantification: How certain are you that the model is fair? Abhishek Roy P. Mohapatra 14 5 0 27 Apr 2023
Towards the Right Kind of Fairness in AI Boris Ruf Marcin Detyniecki 39 25 0 16 Feb 2021
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference Disi Ji Padhraic Smyth M. Steyvers 34 44 0 19 Oct 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 739 0 13 Dec 2018