Navigating Fairness Measures and Trade-Offs

17 July 2023

Papers citing "Navigating Fairness Measures and Trade-Offs"

6 / 6 papers shown

Title
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits Wesley Hanwen Deng Manish Nagireddy M. S. Lee Jatinder Singh Zhiwei Steven Wu Kenneth Holstein Haiyi Zhu 36 88 0 13 May 2022
Selection, Ignorability and Challenges With Causal Fairness Jake Fawkes R. Evans Dino Sejdinovic 78 19 0 28 Feb 2022
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There? M. Kuppler Christoph Kern Ruben L. Bach Frauke Kreuter FaML 25 19 0 04 May 2021
Towards the Right Kind of Fairness in AI Boris Ruf Marcin Detyniecki 47 26 0 16 Feb 2021
The Fairness-Accuracy Pareto Front Susan Wei Marc Niethammer FaML 34 33 0 25 Aug 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,203 0 23 Aug 2019