Two Simple Ways to Learn Individual Fairness Metrics from Data

19 June 2020

Papers citing "Two Simple Ways to Learn Individual Fairness Metrics from Data"

6 / 56 papers shown

Title
Fair Performance Metric Elicitation G. Hiranandani Harikrishna Narasimhan Oluwasanmi Koyejo 17 18 0 23 Jun 2020
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 40 22 0 11 Mar 2020
Learning Certified Individually Fair Representations Anian Ruoss Mislav Balunović Marc Fischer Martin Vechev FaML 13 92 0 24 Feb 2020
Implicit Diversity in Image Summarization L. E. Celis Vijay Keswani 11 33 0 29 Jan 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 213 673 0 17 Feb 2018
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 185 2,082 0 24 Oct 2016