Controlling Fairness and Bias in Dynamic Learning-to-Rank

Controlling Fairness and Bias in Dynamic Learning-to-Rank

29 May 2020

Thorsten Joachims

Papers citing "Controlling Fairness and Bias in Dynamic Learning-to-Rank"

14 / 64 papers shown

Title
Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender Bias in Image Search Jialu Wang Yang Liu Junfeng Fang FaML 157 95 0 12 Sep 2021
Recommendation Fairness: From Static to Dynamic De-Fu Zhang Jun Wang OffRL 24 15 0 05 Sep 2021
Estimation of Fair Ranking Metrics with Incomplete Judgments Ömer Kirnap Fernando Diaz Asia J. Biega Michael D. Ekstrand Ben Carterette Emine Yilmaz 29 37 0 11 Aug 2021
Fairness in Ranking under Uncertainty Ashudeep Singh David Kempe Thorsten Joachims 33 49 0 14 Jul 2021
Subgroup Fairness in Two-Sided Markets Quan-Gen Zhou Jakub Mareˇcek Robert Shorten 27 2 0 04 Jun 2021
When Fair Ranking Meets Uncertain Inference Avijit Ghosh Ritam Dutt Christo Wilson 39 44 0 05 May 2021
Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation for BERT Rankers Navid Rekabsaz Simone Kopeinik Markus Schedl 24 60 0 28 Apr 2021
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers Yao Wu Jian Cao Guandong Xu Yudong Tan FaML 27 84 0 19 Apr 2021
Fairness Through Regularization for Learning to Rank Nikola Konstantinov Christoph H. Lampert FaML 21 10 0 11 Feb 2021
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring Tom Sühr Sophie Hilgard Himabindu Lakkaraju 12 50 0 01 Dec 2020
User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets Lequn Wang Thorsten Joachims FaML 16 59 0 04 Oct 2020
Fairness-Aware Online Personalization G. R. Lal S. Geyik K. Kenthapadi FaML 13 3 0 30 Jul 2020
Achieving Fairness via Post-Processing in Web-Scale Recommender Systems Preetam Nandy Cyrus DiCiccio Divya Venugopalan Heloise Logan Kinjal Basu N. Karoui FaML 13 30 0 19 Jun 2020
Policy-Gradient Training of Fair and Unbiased Ranking Functions Himank Yadav Zhengxiao Du Thorsten Joachims 9 42 0 19 Nov 2019