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Protected Attributes and 'Fairness through Unawareness,' Exploring Fairness in Machine Learning
Description
MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020
Instructor: Mike Teodorescu
View the complete course: https://ocw.mit.edu/RES-EC-001S20
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This video presents some examples of disparate treatment and disparate impact in the media. It will introduce protected attributes, cover examples of laws that govern protected attributes, and introduce the concept of fairness through unawareness.
License: Creative Commons BY-NC-SA
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