Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets

20 March 2024

Papers citing "Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets"

5 / 5 papers shown

Title
Auditing and Enforcing Conditional Fairness via Optimal Transport Mohsen Ghassemi Alan Mishler Niccolò Dalmasso Luhao Zhang Vamsi K. Potluru T. Balch Manuela Veloso 28 0 0 17 Oct 2024
Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport Abigail Langbridge Anthony Quinn Robert Shorten 29 1 0 03 Oct 2024
Group-blind optimal transport to group parity and its constrained variants Quan-Gen Zhou Jakub Marecek 34 3 0 17 Oct 2023
On the complexity of the optimal transport problem with graph-structured cost JiaoJiao Fan Isabel Haasler Johan Karlsson Yongxin Chen OT 45 19 0 01 Oct 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019