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Green Family Lecture Series: “Fairness, Justice, and … Algorithms?” by Cynthia Dwork
Examples of unfairness in Artificial Intelligence abound in the popular press, despite relentless growth in the power of machine learning. The emerging field of algorithmic fairness explores such questions as:
We will survey the landscape of algorithmic fairness, highlighting some recent work in fair prediction that improves accuracy and has surprising applications to settings in which fairness itself is not a concern.