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most citedPerception Characteristics Distance: Measuring Stability and Robustness of Perception System in Dynamic Conditions under a Certain Decision Rule

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stat.ML2026

RoSHAP: A Distributional Framework and Robust Metric for Stable Feature Attribution

Lanxin Xiang, Liang Shi, Youhui Ye +3

Feature attribution analysis is critical for interpreting machine learning models and supporting reliable data-driven decisions. However, feature attribution measures often exhibit…