conftrace_

neyman orthogonality

6 papers

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Co-occurring keywords · papers mentioning both

heterogeneous treatment effect (3) statistical learning (3) nuisance parameter (2) excess risk (2) domain adaptation (2) causal inference (2) oracle rate (1) nuisance model (1) mediation analysis (1) auxiliary model (1)

Papers

A Meta-learner for Heterogeneous Effects in Difference-in-Differences ICML 2025 Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments AISTATS 2025 Integrative R-learner of heterogeneous treatment effects combining experimental and observational studies CLeaR 2022 Statistical Learning with a Nuisance Component (Extended Abstract) IJCAI 2020 Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments NeurIPS 2019 Statistical Learning with a Nuisance Component COLT 2019