BayLIME: Bayesian local interpretable model-agnostic explanations

Xingyu Zhao, Wei Huang, Xiaowei Huang, Valentin Robu, David Flynn

Abstract: Given the pressing need for assuring algorithmic transparency, Explainable AI (XAI) has emerged as one of the key areas of AI research. In this paper, we develop a novel Bayesian extension to the L...