Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

Jon Donnelly, Zhicheng Guo, Alina Jade Barnett +3

Interpretability is critical for machine learning models in high-stakes settings because it allows users to verify the model's reasoning. In computer vision, prototypical part mode…