Paper2016
'Why Should I Trust You?': Explaining the Predictions of Any Classifier
Ribeiro, Singh & Guestrin
Introduces LIME, which explains any classifier's individual predictions by fitting a simple, locally faithful model around the specific instance being explained, treating the underlying model as a black box.
10 pageslink checked 17 Sept 2026FreeIntermediate