Pairwise Fairness for Ranking and Regression

12 June 2019

Papers citing "Pairwise Fairness for Ranking and Regression"

9 / 59 papers shown

Title
Beyond Individual and Group Fairness Pranjal Awasthi Corinna Cortes Yishay Mansour M. Mohri FaML 23 22 0 21 Aug 2020
Predictability and Fairness in Social Sensing Ramen Ghosh Jakub Mareˇcek W. Griggs Matheus Souza Robert Shorten 10 7 0 31 Jul 2020
Fairness-Aware Online Personalization G. R. Lal S. Geyik K. Kenthapadi FaML 16 3 0 30 Jul 2020
Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility Sen Cui Weishen Pan Changshui Zhang Fei Wang 20 13 0 15 Jun 2020
Robust Optimization for Fairness with Noisy Protected Groups S. Wang Wenshuo Guo Harikrishna Narasimhan Andrew Cotter Maya R. Gupta Michael I. Jordan NoLa 27 118 0 21 Feb 2020
Interventions for Ranking in the Presence of Implicit Bias L. E. Celis Anay Mehrotra Nisheeth K. Vishnoi 24 64 0 23 Jan 2020
Policy-Gradient Training of Fair and Unbiased Ranking Functions Himank Yadav Zhengxiao Du Thorsten Joachims 11 42 0 19 Nov 2019
Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems Xuezhi Wang Nithum Thain Anu Sinha Flavien Prost Ed H. Chi Jilin Chen Alex Beutel FaML CoGe 13 1 0 05 Nov 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals Andrew Cotter Heinrich Jiang S. Wang Taman Narayan Maya R. Gupta Seungil You Karthik Sridharan 11 152 0 11 Sep 2018