The Gradient: Perspectives on AI cover image

Upol Ehsan on Human-Centered Explainable AI and Social Transparency

The Gradient: Perspectives on AI

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The Importance of Explainability in Deep Learning

In his view, I kind of split explainability into transparency, interpretability, kind of branches and then post-talk explainability. So recently there has been a very big push towards what we call post-talk explanations. Those are the three main branches you see work within explainable AI these days. Matt: Does that help kind of give the demarcation of the landscape as well of the area in the work?

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