Wednesday, 31 March 2021
Facebook today posted a blog post detailing a three-year-old solution to its modern AI problems: an algorithm inspector that only works on some of the company’s systems. Up front: Called Fairness Flow, the new diagnostic tool allows machine learning developers at Facebook to determine whether certain kinds of machine learning systems contain bias against or towards specific groups of people. It works by inspecting the data flow for a given model. Per a company blog post: To measure the performance of an algorithm’s predictions for certain groups, Fairness Flow works by dividing the data a model uses into relevant groups…
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