An External Stability Audit Framework to Test the Validity of
Personality Prediction in AI Hiring

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An External Stability Audit Framework to Test the Validity of Personality Prediction in AI Hiring

23 January 2022

Hilke Schellmann

Falaah Arif Khan

Julia Stoyanovich

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Papers citing "An External Stability Audit Framework to Test the Validity of Personality Prediction in AI Hiring"

8 / 8 papers shown

Title
Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits Jack Bandy MLAU 69 114 0 03 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 61 50 0 01 Dec 2020
Hiring Fairly in the Age of Algorithms Max Langenkamp Allan dos Santos Costa C. Y. Cheung FaML MLAU 41 25 0 15 Apr 2020
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 98 23 0 11 Mar 2020
Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices Manish Raghavan Solon Barocas Jon M. Kleinberg K. Levy MLAU FaML 82 531 0 21 Jun 2019
The Ethics of AI Ethics -- An Evaluation of Guidelines Thilo Hagendorff AI4TS 87 1,203 0 28 Feb 2019
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting Maria De-Arteaga Alexey Romanov Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Adam Tauman Kalai 202 462 0 27 Jan 2019
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination Amit Datta Michael Carl Tschantz Anupam Datta 87 735 0 27 Aug 2014

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