More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias

15 July 2022

Papers citing "More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias"

3 / 3 papers shown

Title
Adaptive Sampling Strategies to Construct Equitable Training Datasets William Cai R. Encarnación Bobbie Chern S. Corbett-Davies Miranda Bogen Stevie Bergman Sharad Goel 81 30 0 31 Jan 2022
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 742 0 13 Dec 2018
A statistical framework for fair predictive algorithms K. Lum J. Johndrow FaML 174 104 0 25 Oct 2016