Minimax AUC Fairness: Efficient Algorithm with Provable Convergence

22 August 2022

Papers citing "Minimax AUC Fairness: Efficient Algorithm with Provable Convergence"

7 / 7 papers shown

Title
M $^2$ FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness Jansen S. B. Pereira Giovani Valdrighi Marcos Medeiros Raimundo FaML 37 0 0 16 Apr 2025
Multi-Output Distributional Fairness via Post-Processing Gang Li Qihang Lin Ayush Ghosh Tianbao Yang 47 0 0 31 Aug 2024
Multiple Greedy Quasi-Newton Methods for Saddle Point Problems Minheng Xiao Shi Bo Zhizhong Wu 28 5 0 01 Aug 2024
Fairness-aware Differentially Private Collaborative Filtering Zhenhuan Yang Yingqiang Ge Congzhe Su Dingxian Wang Xiaoting Zhao Yiming Ying FedML 26 3 0 16 Mar 2023
An Algorithmic Framework for Bias Bounties Ira Globus-Harris Michael Kearns Aaron Roth FedML 98 24 0 25 Jan 2022
Adaptive Sampling for Minimax Fair Classification S. Shekhar Greg Fields Mohammad Ghavamzadeh T. Javidi FaML 35 36 0 01 Mar 2021
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012