Research

One Permutation Is All You Need: Fast, Deterministic Feature Importance and Model Stress-Testing

Single source1 source9 Oct 2026

arXiv:2512.13892v3 Announce Type: replace-cross Abstract: Reliable estimation of feature contributions in machine learning models is essential for transparency, algorithmic fairness, and regulatory compliance.

Reported by 1 source

arxiv.orghttps://arxiv.org/abs/2512.13892

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