Global Explanations of Neural Networks: Mapping the Landscape of Predictions

Mark Ibrahim, Melissa Louie, Ceena Modarres +1

A barrier to the wider adoption of neural networks is their lack of interpretability. While local explanation methods exist for one prediction, most global attributions still reduc…