Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

Garvita Agarwal, Lauren Hay, Ia Iashvili +5

A framework is presented to extract and understand decision-making information from a deep neural network (DNN) classifier of jet substructure tagging techniques. The general metho…