Human-in-the-loop model explanation via verbatim boundary identification in generated neighborhoods

Xianlong Zeng, Fanghao Song, Zhongen Li +2

The black-box nature of machine learning models limits their use in case-critical applications, raising faithful and ethical concerns that lead to trust crises. One possible way to…