USAID Appropriate Use Framework, Exploring Fairness in Machine Learning

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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 More information at https://ocw.mit.edu/terms More courses at https://ocw.mit.edu Support OCW at http://ow.ly/a1If50zVRlQ We encourage constructive comments and discussion on OCW’s YouTube and other social media channels. Personal attacks, hate speech, trolling, and inappropriate comments are not allowed and may be removed. More details at https://ocw.mit.edu/comments.

Published by: MIT OpenCourseWare Published at: 3 years ago Category: آموزشی
USAID appropriate use representativeness auditability fairness model predictions dideo دیدئو fairness usaid appropriate framework exploring machine learning دیدئو dideo comments mit resec001 spring 2020 instructor amit gandhi view complete course httpsocwmiteduresec001s20 youtube playlist httpswwwyoutubecomplaylistlist=plul4u3cngp63ifqn8fklbouhyvcmaxpoxthis video presents developed