Interpretable Classification via Supervised Variational Autoencoders and Differentiable Decision Trees

no code implementations • ICLR 2018 • Eleanor Quint, Garrett Wirka, Jacob Williams, Stephen Scott, N. V. Vinodchandran

As deep learning-based classifiers are increasingly adopted in real-world applications, the importance of understanding how a particular label is chosen grows.

General Classification