Disentangling the Components of Ethical Research in Machine Learning

Author:

Ashurst Carolyn1,Barocas Solon2,Campbell Rosie3,Raji Deborah4

Affiliation:

1. Alan Turing Institute, United Kingdom

2. Cornell / Microsoft Research, USA

3. OpenAI, USA

4. UC Berkeley / Mozilla, USA

Publisher

ACM

Reference71 articles.

1. Grace Abuhamad and Claudel Rheault . 2020 . Like a Researcher Stating Broader Impact For the Very First Time . Navigating the Broader Impacts of AI Research Workshop at the 34th Conference on Neural Information Processing Systems(2020) . Grace Abuhamad and Claudel Rheault. 2020. Like a Researcher Stating Broader Impact For the Very First Time. Navigating the Broader Impacts of AI Research Workshop at the 34th Conference on Neural Information Processing Systems(2020).

2. ACM. 2021 . Artifact Review and Badging – Version 2.0 . Retrieved January 21, 2022 from https://www.acm.org/publications/policies/artifact-review-badging ACM. 2021. Artifact Review and Badging – Version 2.0. Retrieved January 21, 2022 from https://www.acm.org/publications/policies/artifact-review-badging

3. Amazon. [n.d.]. Amazon Mechanical Turk . Retrieved January 21, 2022 from https://www.mturk.com/ Amazon. [n.d.]. Amazon Mechanical Turk. Retrieved January 21, 2022 from https://www.mturk.com/

4. Dario Amodei and Danny Hernandez . 2018 . AI and Compute . Retrieved January 21, 2022 from https://openai.com/blog/ai-and-compute/ Dario Amodei and Danny Hernandez. 2018. AI and Compute. Retrieved January 21, 2022 from https://openai.com/blog/ai-and-compute/

5. Carolyn Ashurst , Markus Anderljung , Carina Prunkl , Jan Leike , Yarin Gal , Toby Shevlane , and Allan Dafoe . 2020 . A Guide to Writing the NeurIPS Impact Statement . Retrieved January 21, 2022 from https://medium.com/@GovAI/a-guide-to-writing-the-neurips-impact-statement-4293b723f832 Carolyn Ashurst, Markus Anderljung, Carina Prunkl, Jan Leike, Yarin Gal, Toby Shevlane, and Allan Dafoe. 2020. A Guide to Writing the NeurIPS Impact Statement. Retrieved January 21, 2022 from https://medium.com/@GovAI/a-guide-to-writing-the-neurips-impact-statement-4293b723f832

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