conftrace_

doubly robust estimation

9 papers

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Co-occurring keywords

causal inference (1630) doubly robust (32) observational datum (109) propensity score (47) covariate shift (157) off-policy evaluation (144) outcome regression (4) semi-non-parametric model (1) nuisance model (2) b-spline regression (2)

Papers

Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Counterfactually Comparing Abstaining Classifiers NIPS 2023
Augmented Transfer Regression Learning with Semi-non-parametric Nuisance Models JMLR 2023
Optimal and Fair Encouragement Policy Evaluation and Learning NIPS 2023
Calibration Error for Heterogeneous Treatment Effects AISTATS 2022
Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022
Stateful Offline Contextual Policy Evaluation and Learning AISTATS 2022
Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NIPS 2020