treatment effect estimation

On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies ICML 2020 Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders ICML 2020 Adapting Neural Networks for the Estimation of Treatment Effects NeurIPS 2019 Counterfactual Reasoning in Observational Studies AAAI 2019 CounterFactual Regression with Importance Sampling Weights IJCAI 2019 Interpretable Almost-Exact Matching for Causal Inference AISTATS 2019 On the Estimation of Treatment Effect with Text Covariates IJCAI 2019 When Do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception Using Individual Treatment Effect Estimation AAAI 2019 GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets ICLR 2018 Representation Learning for Treatment Effect Estimation from Observational Data NeurIPS 2018 Uplift Modeling from Separate Labels NeurIPS 2018 Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NeurIPS 2017 Mutual Information Based Matching for Causal Inference with Observational Data JMLR 2016 Transportability from Multiple Environments with Limited Experiments NeurIPS 2013 A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NeurIPS 2008