FAIRER: Fairness as Decision Rationale Alignment

FAIRER: Fairness as Decision Rationale Alignment

27 June 2023

Yang Liu

Papers citing "FAIRER: Fairness as Decision Rationale Alignment"

5 / 5 papers shown

Title
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models Kunsheng Tang Wenbo Zhou Jie Zhang Aishan Liu Gelei Deng Shuai Li Peigui Qi Weiming Zhang Tianwei Zhang Nenghai Yu 37 3 0 22 Aug 2024
Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination Ming Hu Zhihao Yue Zhiwei Ling Cheng Chen Yihao Huang Xian Wei Xiang Lian Yang Liu Mingsong Chen FedML 11 8 0 18 May 2023
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 210 663 0 17 Feb 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,079 0 24 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,813 0 08 Jul 2016