From Plane Crashes to Algorithmic Harm: Applicability of Safety Engineering Frameworks for Responsible ML-Reference-Cited by-同舟云学术

From Plane Crashes to Algorithmic Harm: Applicability of Safety Engineering Frameworks for Responsible ML

Published:2023-04-19 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
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Author:

Rismani Shalaleh¹^ORCID,Shelby Renee²^ORCID,Smart Andrew²^ORCID,Jatho Edgar³^ORCID,Kroll Joshua⁴^ORCID,Moon AJung⁵^ORCID,Rostamzadeh Negar⁶^ORCID

Affiliation:

1. McGill University, Canada

2. Google Research, United States

3. Computer Science, Naval Postgraduate School, United States

4. Department of Computer Science, Naval Postgraduate School, United States

5. RAISE Lab, McGill University, Canada

6. Google Research, Canada

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3544548.3581407

Reference137 articles.

1. Persistent Anti-Muslim Bias in Large Language Models

2. What We Can't Measure, We Can't Understand

3. Julia Angwin and Terry Parris Jr. 2016. Facebook Lets Advertisers Exclude Users by Race. https://www.propublica.org/article/facebook-lets-advertisers-exclude-users-by-race. Accessed: 2022-9-3. Julia Angwin and Terry Parris Jr. 2016. Facebook Lets Advertisers Exclude Users by Race. https://www.propublica.org/article/facebook-lets-advertisers-exclude-users-by-race. Accessed: 2022-9-3.

4. IEEE Standards Association. 2022. IEEE portfolio of AIS technology and impact standards and standards projects. https://standards.ieee.org/initiatives/artificial-intelligence-systems/standards/. Accessed: 2022-9-10. IEEE Standards Association. 2022. IEEE portfolio of AIS technology and impact standards and standards projects. https://standards.ieee.org/initiatives/artificial-intelligence-systems/standards/. Accessed: 2022-9-10.

5. Nicholas J Bahr . 2014. System safety engineering and risk assessment: a practical approach . CRC press . Nicholas J Bahr. 2014. System safety engineering and risk assessment: a practical approach. CRC press.

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