Gini in a Bottleneck: Sparse Molecular Representations for Graph Convolutional Neural Networks

Ryan Henderson, Djork-Arné Clevert, Floriane Montanari

Due to the nature of deep learning approaches, it is inherently difficult to understand which aspects of a molecular graph drive the predictions of the network. As a mitigation str…