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

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

Web Search and Data Mining (WSDM), 2022

7 February 2022

Patrick Loiseau

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

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Title
Geometric Algorithms for Neural Combinatorial Optimization with Constraints Nikolaos Karalias Akbar Rafiey Yifei Xu Zhishang Luo B. Tahmasebi Connie Jiang Stefanie Jegelka 106 0 0 28 Oct 2025
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 198 2 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 186 1 0 22 Feb 2024
Sampling Individually-Fair Rankings that are Always Group FairAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2023 Sruthi Gorantla Anay Mehrotra Amit Deshpande Anand Louis FedML FaML 124 4 0 21 Jun 2023
Learning to Re-rank with Constrained Meta-Optimal TransportAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Andrés Hoyos-Idrobo OffRL 244 0 0 29 Apr 2023
Fairness in Matching under UncertaintyInternational Conference on Machine Learning (ICML), 2023 Siddartha Devic David Kempe Willie Neiswanger Aleksandra Korolova FaML 173 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 265 2 0 21 Aug 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender SystemsWeb Search and Data Mining (WSDM), 2022 Lequn Wang Thorsten Joachims 221 25 0 30 May 2022
Optimizing generalized Gini indices for fairness in rankingsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Virginie Do Nicolas Usunier 208 33 0 02 Apr 2022
Sampling Ex-Post Group-Fair RankingsInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Sruthi Gorantla Amit Deshpande Anand Louis FedML 171 1 0 02 Mar 2022