Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms

22 December 2020

Papers citing "Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms"

6 / 6 papers shown

Title
Fairness Risks for Group-conditionally Missing Demographics Kaiqi Jiang Wenzhe Fan Mao Li Xinhua Zhang 105 0 0 20 Feb 2024
Learning Fair Policies for Multi-stage Selection Problems from Observational Data Zhuangzhuang Jia G. A. Hanasusanto P. Vayanos Weijun Xie FaML 23 2 0 20 Dec 2023
Learning Optimal Fair Scoring Systems for Multi-Class Classification Julien Rouzot Julien Ferry Marie-José Huguet FaML 19 8 0 11 Apr 2023
Optimal Decision Diagrams for Classification Alexandre M. Florio P. Martins Maximilian Schiffer Thiago Serra Thibaut Vidal 24 12 0 28 May 2022
Blackbox Post-Processing for Multiclass Fairness Preston J. Putzel Scott Lee FaML 25 18 0 12 Jan 2022
Fairness guarantee in multi-class classification Christophe Denis Romuald Elie Mohamed Hebiri Franccois Hu FaML 43 48 0 28 Sep 2021