conftrace_

semiparametric efficiency

13 papers

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Co-occurring keywords

off-policy evaluation (144) causal inference (1630) markov decision process (790) covariate adjustment (20) double robustness (6) observational datum (109) treatment effect (134) treatment effect estimation (72) covariate-adjusted randomization (1) surrogate outcome (1)

Papers

Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Positivity-free Policy Learning with Observational Data AISTATS 2024
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes NIPS 2024
Multiply Robust Off-policy Evaluation and Learning under Truncation by Death ICML 2023
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency JMLR 2023
Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes ICML 2023
Robust Direct Learning for Causal Data Fusion ACML 2022
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning ICML 2022
Adaptive estimation of nonparametric functionals JMLR 2021
Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020
Efficient Adjustment Sets for Population Average Causal Treatment Effect Estimation in Graphical Models JMLR 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes JMLR 2020
Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019