Evaluation of Concept-Probe Causal Sufficiency Audits for Computer Vision Agriculture Disease Classifiers Under Sparse Field-Scouting Ground Truth: An Interpretability Identification Bound for Fungicide Triage
该论文形式化分析了稀疏田间调查下概念探针因果充分性审计的识别力,并给出可解释性识别下界。