Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning

Noel C. F. Codella
Noel C. F. Codella
Michael Hind
Michael Hind
Murray Campbell
Murray Campbell
Amit Dhurandhar
Amit Dhurandhar

CoRR, 2019.

Cited by: 2|Views23
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Abstract:

Using machine learning in high-stakes applications often requires predictions to be accompanied by explanations comprehensible to the domain user, who has ultimate responsibility for decisions and outcomes. Recently, a new framework for providing explanations, called TED, has been proposed to provide meaningful explanations for predicti...More

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