Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints

23 December 2022

Papers citing "Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints"

6 / 6 papers shown

Title
Enforcing Fairness Where It Matters: An Approach Based on Difference-of-Convex Constraints Yutian He Yankun Huang Yao Yao Qihang Lin FaML 27 0 0 18 May 2025
Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing Yezi Liu Prathyush Poduval Wenjun Huang Yang Ni Hanning Chen Mohsen Imani MU 45 0 0 14 May 2025
Multi-Output Distributional Fairness via Post-Processing Gang Li Qihang Lin Ayush Ghosh Tianbao Yang 55 0 0 31 Aug 2024
Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning Qi Qi Quanqi Hu Qihang Lin Tianbao Yang 52 1 0 09 Jun 2024
Stochastic Compositional Optimization with Compositional Constraints Shuoguang Yang Zhe Zhang Ethan X. Fang 17 3 0 09 Sep 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016