Regional Tree Regularization for Interpretability in Black Box Models

Mike Wu, Sonali Parbhoo, Michael Hughes +5

The lack of interpretability remains a barrier to the adoption of deep neural networks. Recently, tree regularization has been proposed to encourage deep neural networks to resembl…