Attributing Fair Decisions with Attention Interventions

Attributing Fair Decisions with Attention Interventions

8 September 2021

Ninareh Mehrabi

Fred Morstatter

Papers citing "Attributing Fair Decisions with Attention Interventions"

10 / 10 papers shown

Title
General Post-Processing Framework for Fairness Adjustment of Machine Learning Models Léandre Eberhard Nirek Sharma Filipp Shelobolin Aalok Ganesh Shanbhag FaML 50 0 0 22 Apr 2025
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning Ruifan Huang Haixia Liu FedML FaML 64 0 0 01 Dec 2024
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness Zachary McBride Lazri Ivan Brugere Xin Tian Dana Dachman-Soled Antigoni Polychroniadou Danial Dervovic Min Wu 13 0 0 23 Oct 2023
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 33 159 0 14 Jul 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 105 41 0 26 May 2022
CertiFair: A Framework for Certified Global Fairness of Neural Networks Haitham Khedr Yasser Shoukry FedML 18 19 0 20 May 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers Ninareh Mehrabi Ahmad Beirami Fred Morstatter Aram Galstyan AAML 18 32 0 05 May 2022
Distraction is All You Need for Fairness Mehdi Yazdani-Jahromi Amirarsalan Rajabi Ali Khodabandeh Yalabadi Aida Tayebi O. Garibay 13 2 0 15 Mar 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 233 673 0 17 Feb 2018