Limitations of Pinned AUC for Measuring Unintended Bias

5 March 2019

Papers citing "Limitations of Pinned AUC for Measuring Unintended Bias"

4 / 4 papers shown

Title
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 103 1,383 0 14 Dec 2020
A critical analysis of metrics used for measuring progress in artificial intelligence Kathrin Blagec Georg Dorffner M. Moradi Matthias Samwald 36 33 0 06 Aug 2020
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification Daniel Borkan Lucas Dixon Jeffrey Scott Sorensen Nithum Thain Lucy Vasserman 28 471 0 11 Mar 2019