Category Archives: Applied Math

A Surprising Pitfall of Human Judgement and How to Correct It

Introduction Algorithms based on machine learning, deep learning, and AI are in the news these days. Evaluating the quality of these algorithms is usually done using human judgment. For example, if an algorithm claims to detect whether an image contains a pet, the claim can be checked by selecting a sample of images, using human
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