conftrace_

doubly robust estimator

37 papers

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Also known as

DRE

Co-occurring keywords

contextual bandit (381) off-policy evaluation (144) causal inference (1630) doubly robust (32) importance sampling (318) regret bound (1926) variance reduction (523) observational datum (109) treatment effect (134) propensity score (47)

Papers

Doubly Robust Causal Estimation Under Multi-View Network Interference (Student Abstract) AAAI 2026
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data JMLR 2025
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NIPS 2024
Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024
Correcting for selection bias and missing response in regression using privileged information UAI 2023
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023
DRCFS: Doubly Robust Causal Feature Selection ICML 2023
Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes JMLR 2023
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits AAAI 2023
Multiple Robust Learning for Recommendation AAAI 2023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NIPS 2023
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference AISTATS 2022
Falsification before Extrapolation in Causal Effect Estimation NIPS 2022
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning ICML 2022
Off-Policy Risk Assessment for Markov Decision Processes AISTATS 2022
Calibration Error for Heterogeneous Treatment Effects AISTATS 2022
Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022
Off-Policy Risk Assessment in Contextual Bandits NIPS 2021
SOPE: Spectrum of Off-Policy Estimators NIPS 2021
Online Multi-Armed Bandits with Adaptive Inference NIPS 2021
Doubly Robust Thompson Sampling with Linear Payoffs NIPS 2021
Post-Contextual-Bandit Inference NIPS 2021
The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NIPS 2021
Counterfactual Predictions under Runtime Confounding NIPS 2020
Doubly robust off-policy evaluation with shrinkage ICML 2020