Stable and Fair Classification

21 February 2019

Papers citing "Stable and Fair Classification"

9 / 9 papers shown

Title
Building a stable classifier with the inflated argmax Jake A. Soloff Rina Foygel Barber Rebecca Willett 47 2 0 22 May 2024
On Learning Fairness and Accuracy on Multiple Subgroups Changjian Shui Gezheng Xu Qi Chen Jiaqi Li Charles X. Ling Tal Arbel Boyu Wang Christian Gagné 32 37 0 19 Oct 2022
Algorithmic decision making methods for fair credit scoring Darie Moldovan FaML 20 6 0 16 Sep 2022
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning Tao Qi Fangzhao Wu Chuhan Wu Lingjuan Lyu Tongye Xu Zhongliang Yang Yongfeng Huang Xing Xie FedML 11 35 0 07 Jun 2022
Fairness in Graph Mining: A Survey Yushun Dong Jing Ma Song Wang Chen Chen Jundong Li FaML 29 108 0 21 Apr 2022
A Distributionally Robust Approach to Fair Classification Bahar Taşkesen Viet Anh Nguyen Daniel Kuhn Jose H. Blanchet FaML 6 60 0 18 Jul 2020
Fair Outlier Detection D. P. Savitha Sam Abraham FaML 10 17 0 20 May 2020
Statistical Equity: A Fairness Classification Objective Ninareh Mehrabi Yuzhong Huang Fred Morstatter FaML 12 10 0 14 May 2020
Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data Dylan Slack Sorelle A. Friedler Emile Givental FaML 11 54 0 24 Aug 2019