Aligning Molecular Graph Explanations with Chemical Identity via InChIfied Invariants

Emanuele Guidotti, Sara Puglioli

Obtaining consistent explanations for machine learning on molecular graphs requires predictions and attributions to be aligned with chemical identity. However, chemically equivalen…