Interpretations are useful: penalizing explanations to align neural networks with prior knowledge

Laura Rieger, Chandan Singh, W. James Murdoch +1

For an explanation of a deep learning model to be effective, it must provide both insight into a model and suggest a corresponding action in order to achieve some objective. Too of…