Are Data-driven Explanations Robust against Out-of-distribution Data?

Tang Li, Fengchun Qiao, Mengmeng Ma +1

As black-box models increasingly power high-stakes applications, a variety of data-driven explanation methods have been introduced. Meanwhile, machine learning models are constantl…