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

Efficient Policy Learning from Surrogate-Loss Classification Reductions ICML 2020
From Importance Sampling to Doubly Robust Policy Gradient ICML 2020
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies NIPS 2020
Generalized Optimal Matching Methods for Causal Inference JMLR 2020
More Efficient Off-Policy Evaluation through Regularized Targeted Learning ICML 2019
CAB: Continuous Adaptive Blending for Policy Evaluation and Learning ICML 2019
Semiparametric Contextual Bandits ICML 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
More Robust Doubly Robust Off-policy Evaluation ICML 2018
Optimal and Adaptive Off-policy Evaluation in Contextual Bandits ICML 2017
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning ICML 2016
Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning ICML 2016