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propensity score

61 papers

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Co-occurring keywords · papers mentioning both

causal inference (43) treatment effect (9) observational data (9) doubly robust (8) treatment effect estimation (7) average treatment effect (7) covariate shift (5) neural network (4) inverse probability weighting (4) recommendation system (4)

Papers

Gradient Regularized V-Learning for Dynamic Treatment Regimes NeurIPS 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020 Adapting Neural Networks for the Estimation of Treatment Effects NeurIPS 2019 Bayesian Counterfactual Risk Minimization ICML 2019 Debiased Bayesian inference for average treatment effects NeurIPS 2019 Doubly Robust Joint Learning for Recommendation on Data Missing Not at Random ICML 2019 A Framework for Optimal Matching for Causal Inference AISTATS 2017 Facilitating Score and Causal Inference Trees for Large Observational Studies JMLR 2012 Linear-Time Estimators for Propensity Scores AISTATS 2011 Sufficient covariates and linear propensity analysis AISTATS 2010