What shortcomings do you see with deep learning? originally appeared on Quora - the knowledge sharing network where compelling questions are answered by people with unique insights. Answer by Oren Etzioni, CEO of the Allen AI, Founder of Farecast, Professor at UW, CSE, on Quora. Deep Learning has been incredibly successful in recent years, but it is still merely a tool for classifying items into categories (or for nonlinear regression). We have seen outstanding results in mapping images, audio...
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