treatment effect

β-Intact-VAE: Identifying and Estimating Causal Effects under Limited Overlap ICLR 2022 Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022 Anticipating Performativity by Predicting from Predictions NeurIPS 2022 auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data MLHC 2022 Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding AISTATS 2022 Causal inference with treatment measurement error: a nonparametric instrumental variable approach UAI 2022 Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022 Data-driven exclusion criteria for instrumental variable studies CLeaR 2022 Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NeurIPS 2022 DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022 End-to-End Balancing for Causal Continuous Treatment-Effect Estimation ICML 2022 Falsification before Extrapolation in Causal Effect Estimation NeurIPS 2022 Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022 Instrumental Variable Regression with Confounder Balancing ICML 2022 Interactive rank testing by betting CLeaR 2022 Inverse Online Learning: Understanding Non-Stationary and Reactionary Policies ICLR 2022 Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NeurIPS 2022 MALTS: Matching After Learning to Stretch JMLR 2022 Off-Policy Evaluation with Policy-Dependent Optimization Response NeurIPS 2022 Predicting the impact of treatments over time with uncertainty aware neural differential equations. AISTATS 2022 RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests ICML 2022 Robust Direct Learning for Causal Data Fusion ACML 2022 Robust Generalized Method of Moments: A Finite Sample Viewpoint NeurIPS 2022 Sample Constrained Treatment Effect Estimation NeurIPS 2022