doubly robust

Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation AAAI 2026 Distributionally Robust Policy Learning under Concept Drifts ICML 2025 Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments ICML 2025 Model-agnostic meta-learners for estimating heterogeneous treatment effects over time ICLR 2025 Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NeurIPS 2024 Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024 Causality for Functional Longitudinal Data CLeaR 2024 Causal Q-Aggregation for CATE Model Selection AISTATS 2024 Continuous Treatment Effects with Surrogate Outcomes ICML 2024 Counterfactual Density Estimation using Kernel Stein Discrepancies ICLR 2024 Debiased Collaborative Filtering with Kernel-Based Causal Balancing ICLR 2024 Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning ICML 2024 On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024 Policy Learning for Localized Interventions from Observational Data AISTATS 2024 Unified Covariate Adjustment for Causal Inference NeurIPS 2024 A Robust Test for the Stationarity Assumption in Sequential Decision Making ICML 2023 Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023 Causal Isotonic Calibration for Heterogeneous Treatment Effects ICML 2023 Counterfactually Comparing Abstaining Classifiers NeurIPS 2023 DRCFS: Doubly Robust Causal Feature Selection ICML 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023 Multiple Robust Learning for Recommendation AAAI 2023 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations ICLR 2023 Doubly Robust Counterfactual Classification NeurIPS 2022 Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022