Group-blind optimal transport to group parity and its constrained variants

17 October 2023

Papers citing "Group-blind optimal transport to group parity and its constrained variants"

7 / 7 papers shown

Title
Fairness in Ranking: Robustness through Randomization without the Protected Attribute Andrii Kliachkin Eleni Psaroudaki Jakub Marecek Dimitris Fotakis 30 1 0 28 Mar 2024
Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets Abigail Langbridge Anthony Quinn Robert Shorten 23 3 0 20 Mar 2024
Causal Conceptions of Fairness and their Consequences H. Nilforoshan Johann D. Gaebler Ravi Shroff Sharad Goel FaML 134 45 0 12 Jul 2022
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 256 488 0 31 Dec 2020
On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm Khiem Pham Khang Le Nhat Ho Tung Pham Hung Bui OT 53 82 0 09 Feb 2020
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
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016