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Academic · 2 min

Big Data�s Disparate Impact

Advocates of algorithmic techniques like data mining argue that these techniques eliminate human biases from the decision-making process. But an algorithm is only as good …

Solon Barocas
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Academic · 1 min

The Selective Labels Problem

Evaluating whether machines improve on human performance is one of the central questions of machine learning. However, there are many domains where the data is …

Himabindu Lakkaraju
38 views
Law Review · 2 min

Research

1Interdisciplinary ApproachResearch at Vanderbilt draws on the belief that great breakthroughs happen when different ideas, disciplines and areas of expertise come together. As a result, …

32 views