MIT RES.EC-001 Exploring Fairness in Machine Learning, Spring 2020 - Protected Attributes and 'Fairness through Unawareness,' Exploring Fairness in Machine Learning

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 YouTube Playlist: https://www.youtube.com/playlist?list=PLUl4u3cNGP63IFQn8FklBOUhYVcmaxpOX 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 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.