Metric-Free Individual Fairness in Online Learning

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Metric-Free Individual Fairness in Online Learning

13 February 2020

Christopher Jung

Zhiwei Steven Wu

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Papers citing "Metric-Free Individual Fairness in Online Learning"

16 / 16 papers shown

Title
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 124 4 0 10 Jun 2024
On the Power of Randomization in Fair Classification and Representation Sushant Agarwal Amit Deshpande FaML 83 5 0 05 Jun 2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests Somnath Basu Roy Chowdhury Nicholas Monath Ahmad Beirami Rahul Kidambi Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 66 2 0 17 Oct 2023
Matrix Estimation for Individual Fairness Cindy Y. Zhang Sarah H. Cen Devavrat Shah FaML 84 4 0 04 Feb 2023
Fairness and Accuracy under Domain Generalization Thai-Hoang Pham Xueru Zhang Ping Zhang 102 23 0 30 Jan 2023
Fair Decision-making Under Uncertainty Wenbin Zhang Jeremy C. Weiss 106 38 0 29 Jan 2023
Human-Guided Fair Classification for Natural Language Processing Florian E.Dorner Momchil Peychev Nikola Konstantinov Naman Goel Elliott Ash Martin Vechev FaML 71 4 0 20 Dec 2022
Manifestations of Xenophobia in AI Systems Nenad Tomašev J. L. Maynard Iason Gabriel 102 9 0 15 Dec 2022
Doubly Fair Dynamic Pricing Jianyu Xu Dan Qiao Yu Wang 82 9 0 23 Sep 2022
Individually Fair Learning with One-Sided Feedback Yahav Bechavod Aaron Roth FaML 60 3 0 09 Jun 2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders Logan Stapleton Min Hun Lee Diana Qing Mary-Frances Wright Alexandra Chouldechova Kenneth Holstein Zhiwei Steven Wu Haiyi Zhu 91 57 0 18 May 2022
Multi-disciplinary fairness considerations in machine learning for clinical trials Isabel Chien Nina Deliu Richard Turner Adrian Weller S. Villar Niki Kilbertus FaML 71 23 0 18 May 2022
A Sociotechnical View of Algorithmic Fairness Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe FaML 76 101 0 27 Sep 2021
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems H. Cheng Logan Stapleton Ruiqi Wang Paige E Bullock Alexandra Chouldechova Zhiwei Steven Wu Haiyi Zhu FaML 66 70 0 01 Feb 2021
Metric-Free Individual Fairness with Cooperative Contextual Bandits Qian Hu Huzefa Rangwala FaML 52 10 0 13 Nov 2020
Individual Fairness in Hindsight Swati Gupta Vijay Kamble FaML 89 63 0 10 Dec 2018