2024
Trust Regions for Explanations via Black-Box Probabilistic Certification
ICML 2024poster
Given the black box nature of machine learning models, a plethora of explainability methods have been developed to decipher the factors behind individual decisions. In this paper, we introduce a novel problem of black box (probabilistic) explanation certification. We ask the question: Given a black…