Distilling a Neural Network Into a Soft Decision Tree

Nicholas Frosst
Nicholas Frosst

CEx@AI*IA, 2017.

Cited by: 20|Bibtex|Views107|Links
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Abstract:

Deep neural networks have proved to be a very effective way to perform classification tasks. They excel when the input data is high dimensional, the relationship between the input and the output is complicated, and the number of labeled training examples is large. But it is hard to explain why a learned network makes a particular classifi...More

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