Optimizing for Interpretability in Deep Neural Networks with Tree Regularization

Mike Wu, Sonali Parbhoo, Michael C. Hughes, Volker Roth 0001, Finale Doshi-Velez. Optimizing for Interpretability in Deep Neural Networks with Tree Regularization. J. Artif. Intell. Res. (JAIR), 72:1-37, 2021. [doi]

Abstract

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