Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings

7 February 2022

Papers citing "Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings"

9 / 9 papers shown

Title
Debiasing Machine Learning Models by Using Weakly Supervised Learning Renan D. B. Brotto Jean-Michel Loubes Laurent Risser J. Florens K. Filho João Marcos Travassos Romano 37 0 0 23 Feb 2024
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings Phuong Dinh Mai Duc-Trong Le Tuan-Anh Hoang Dung D. Le 30 0 0 22 Feb 2024
Sampling Individually-Fair Rankings that are Always Group Fair Sruthi Gorantla Anay Mehrotra Amit Deshpande Anand Louis FedML FaML 32 4 0 21 Jun 2023
Learning to Re-rank with Constrained Meta-Optimal Transport Andrés Hoyos-Idrobo OffRL 18 0 0 29 Apr 2023
Fairness in Matching under Uncertainty Siddartha Devic David Kempe Vatsal Sharan Aleksandra Korolova FaML 32 6 0 08 Feb 2023
Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them All Atasi Panda Anand Louis Prajakta Nimbhorkar FaML 24 1 0 21 Aug 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 19 22 0 30 May 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 15 29 0 02 Apr 2022
Sampling Ex-Post Group-Fair Rankings Sruthi Gorantla Amit Deshpande Anand Louis FedML 33 1 0 02 Mar 2022