cs.AI

Towards Rigorous Explainability by Feature Attribution

arXiv:2604.15898v1 Announce Type: new
Abstract: For around a decade, non-symbolic methods have been the option of choice when explaining complex machine learning (ML) models. Unfortunately, such methods lack rigor and can mislead human decision-makers…