Episode 5 - Michael Madaio - Social and technical solutions to fairness in AI

Sep 2, 2021 · 35m 31s

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Dr. Michael Madaio talks about how solutions to ensure fairness in AI are both technical and social and provides several examples of directions of research on fairness in AI. He...

Dr. Michael Madaio talks about how solutions to ensure fairness in AI are both technical and social and provides several examples of directions of research on fairness in AI. He points out the limitations of transparency in AI systems for education as a means of ensuring fairness. Dr. Michael Madaio is a post-doctoral researcher at Microsoft Research. He has a PhD in Human-Computer Interaction from Carnegie Mellon University.

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Information

Author	Walter L. Leite
Organization	Walter L. Leite
Website	-
Tags	#artificial-intelligence #bias #data-mining #dropout-prediction #e-learning #education #education-technology #equity #ethics #fairness #gender #human-computer-interaction #intelligent-tutoring-systems #learning-analytics #machine-learning #online-learning #race #recommendation-systems #transparency #virtual-environments