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USAID Appropriate Use Framework, Exploring Fairness in Machine Learning
Description
MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Amit Gandhi
View the complete course: https://ocw.mit.edu/RES-EC-001S20
YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63IFQn8FklBOUhYVcmaxpOX
This video presents the appropriate use framework developed by USAID. It defines the concepts of relevance, representativeness, value, explainability, auditability, fairness, and accountability/responsibility.
License: Creative Commons BY-NC-SA
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