Explaining explanations in AI

Recent work on interpretability in machine learning and AI has focused on the building of simplified models that approximate the true criteria used to make decisions. These models are a useful pedagogical device for teaching trained professionals how to predict what decisions will be made by the com...

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Bibliographic Details
Main Authors: Mittelstadt, BD, Russell, C, Wachter, S
Format: Conference item
Published: Association for Computing Machinery 2019