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conftrace_

debiased machine learning

7 papers

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Also known as

DML

Co-occurring keywords · papers mentioning both

causal inference (3) statistical inference (2) riesz representer (1) large language model (1) neural network (1) counterfactual outcome (1) quantile treatment effect (1) nuisance estimation (1) efficient influence function (1) runtime confounding (1)

Papers

Debiased Machine Learning for Conformal Prediction of Counterfactual Outcomes Under Runtime Confounding CLeaR 2026 Automated Efficient Estimation using Monte Carlo Efficient Influence Functions NeurIPS 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond JMLR 2024 Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models NeurIPS 2023 Debiased Machine Learning without Sample-Splitting for Stable Estimators NeurIPS 2022 RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests ICML 2022