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

Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy +5

Using machine learning in high-stakes applications often requires predictions to be accompanied by explanations comprehensible to the domain user, who has ultimate responsibility f…