Semiparametric Inference for Conditional Shapley Feature Importance

arXiv:2609.10313 · stat.ME, stat.ML · Submitted 2026-09-09 · Read on arXiv

stat.ME, stat.ML

Submitted: 2026-09-09

Updated: 2026-09-16

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Copula — 2× in this paper · explained in 2 episodes
• Aggregation — 1× in this paper · explained in 1 episode
• Empirical Coverage — 1× in this paper · explained in 2 episodes
• Shapley values — 1× in this paper · explained in 2 episodes

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