Improving LIME Robustness with Smarter Locality Sampling

Sean Saito, Eugene Chua, Nicholas Capel +1

Explainability algorithms such as LIME have enabled machine learning systems to adopt transparency and fairness, which are important qualities in commercial use cases. However, rec…