Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments

Yifan Zhang, Tianle Ren, Fei Wang +1

Explaining with examples is an intuitive way to justify AI decisions. However, it is challenging to understand how a decision value should change relative to the examples with many…