2020
Evaluating Attribution for Graph Neural Networks
NeurIPS 2020poster
Interpretability of machine learning models is critical to scientific understanding, AI safety, as well as debugging. Attribution is one approach to interpretability, which highlights input dimensions that are influential to a neural network’s prediction. Evaluation of these methods is largely quali…