conftrace_

double robustness

11 papers

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Co-occurring keywords · papers mentioning both

heterogeneous treatment effect (3) causal inference (3) doubly robust (2) semiparametric efficiency (2) survival analysis (2) off-policy evaluation (2) reinforcement learning (2) censored data (1) moment estimation (1) q-function estimation (1)

Papers

Advancing Fairness in Precision Medicine: A Universal Framework for Optimal Treatment Estimation in Censored Data AISTATS 2025 Doubly Robust Conformalized Survival Analysis with Right-Censored Data ICML 2025 Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift ICLR 2025 Trustworthy assessment of heterogeneous treatment effect estimator via analysis of relative error AISTATS 2025 Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning ICML 2024 Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023 Robust Direct Learning for Causal Data Fusion ACML 2022 Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables JMLR 2022 Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020 Minimax Value Interval for Off-Policy Evaluation and Policy Optimization NeurIPS 2020 Statistically Efficient Off-Policy Policy Gradients ICML 2020