Faithfulness without anchors: a position paper on the structural misalignments of explainable AI faithfulness metrics for feature importance
Read the original at arxiv.org→arXiv:2610.12493v1 Announce Type: new Abstract: Explainable Artificial Intelligence (XAI) tools have often been presented as methods to increase trust in machine learning models by making aspects of their algorithms...
Original headline: "Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance"
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- Oct 12, 04:00 UTC arXiv cs.AI lead source Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance