Defining and measuring algorithmic fairness

What does it mean for an algorithm to be biased or unfair? To answer this question we will look at some infamous examples where most everyone has agreed the algorithm was unfair and some underlying causes of harmful bias. We will also cover some common approaches to quantifying and identifying biases in data or models.

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