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efficient influence function

4 papers

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Also known as

EIF

Co-occurring keywords · papers mentioning both

relative error estimation (1) conditional outcome invariance (1) causal mediation analysis (1) natural direct effect (1) natural indirect effect (1) debiased machine learning (1) nuisance function (1) semiparametric inference (1) double robustness (1) double machine learning (1)

Papers

Trustworthy assessment of heterogeneous treatment effect estimator via analysis of relative error AISTATS 2025 Automated Efficient Estimation using Monte Carlo Efficient Influence Functions NeurIPS 2024 Multi-Source Conformal Inference Under Distribution Shift ICML 2024 DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NeurIPS 2022