1 code implementation • 20 Mar 2024 • Rwiddhi Chakraborty, Adrian Sletten, Michael Kampffmeyer
Based on the insight that a trained model's classification strategies can be inferred accurately based on explainability heatmaps, we introduce ExMap, an unsupervised two stage mechanism designed to enhance group robustness in traditional classifiers.