most citedConditional Feature Importance revisited: Double Robustness, Efficiency and Inference

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stat.ME2025

A Principled Approach for Defining and Comparing Variable Importance Measures

Angel Reyero-Lobo, Pierre Neuvial, Bertrand Thirion

Variable importance measures (VIMs) aim to quantify the contribution of each input covariate to the predictability of a given output. With the growing interest in explainable AI, n…