2min chapter

The Gradient: Perspectives on AI cover image

Been Kim: Interpretable Machine Learning

The Gradient: Perspectives on AI

CHAPTER

Is There a Shift in Interpretability?

There was a shift from example-based concept-based interpretability that has occurred both in your own work and interpretability more broadly. And even as recently as I think 2016, you had this paper, examples are not enough learned to criticize where you were looking into this MMD critic method. Could you tell me a little bit about that shift in thinking? How that occurred for you?

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