Best of both worlds: local and global explanations with human-understandable concepts

Jessica Schrouff, Sebastien Baur, Shaobo Hou +6

Interpretability techniques aim to provide the rationale behind a model's decision, typically by explaining either an individual prediction (local explanation, e.g. 'why is this pa…