FORML: Learning to Reweight Data for Fairness

FORML: Learning to Reweight Data for Fairness

3 February 2022

Papers citing "FORML: Learning to Reweight Data for Fairness"

13 / 13 papers shown

Title
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Z. Li Yang Zhang Dong Wang CVBM 46 0 0 03 May 2025
The Benefits and Risks of Transductive Approaches for AI Fairness Muhammed Razzak Andreas Kirsch Yarin Gal 22 0 0 17 Jun 2024
Fairness-Aware Meta-Learning via Nash Bargaining Yi Zeng Xuelin Yang Li Chen Cristian Canton Ferrer Ming Jin Michael I. Jordan Ruoxi Jia 37 2 0 11 Jun 2024
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 30 1 0 25 Oct 2023
FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation Can Li Dejian Lai Xiaoqian Jiang Kai Zhang 24 3 0 20 Oct 2023
Constrained Reweighting of Distributions: an Optimal Transport Approach Abhisek Chakraborty A. Bhattacharya D. Pati 18 1 0 19 Oct 2023
DiffusionWorldViewer: Exposing and Broadening the Worldview Reflected by Generative Text-to-Image Models Zoe De Simone Angie Boggust Arvindmani Satyanarayan Ashia Wilson 34 1 0 18 Sep 2023
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models Yi Sheng Junhuan Yang Lei Yang Yiyu Shi J. Hu Weiwen Jiang 18 9 0 26 Aug 2023
Interpreting Unfairness in Graph Neural Networks via Training Node Attribution Yushun Dong Song Wang Jing Ma Ninghao Liu Jundong Li 35 21 0 25 Nov 2022
FedBalancer: Data and Pace Control for Efficient Federated Learning on Heterogeneous Clients Jaemin Shin Yuanchun Li Yunxin Liu Sung-Ju Lee FedML 13 71 0 05 Jan 2022
MetricOpt: Learning to Optimize Black-Box Evaluation Metrics Chen Huang Shuangfei Zhai Pengsheng Guo J. Susskind 39 11 0 21 Apr 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,677 0 09 Mar 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016