conftrace_

treatment effect

134 papers

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Co-occurring keywords

causal inference (1630) treatment effect estimation (72) observational datum (109) representation learning (6206) instrumental variable (75) propensity score (47) domain adaptation (4595) observational study (38) a/b testing (24) individual treatment effect (22)

Papers

Direct Inference of Effect of Treatment (DIET) for a Cookieless World AISTATS 2023
Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator UAI 2023
Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023
Learning Prescriptive ReLU Networks ICML 2023
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NIPS 2022
Off-Policy Evaluation with Policy-Dependent Optimization Response NIPS 2022
Robust Generalized Method of Moments: A Finite Sample Viewpoint NIPS 2022
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NIPS 2022
Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022
Predicting the impact of treatments over time with uncertainty aware neural differential equations. AISTATS 2022
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NIPS 2022
Anticipating Performativity by Predicting from Predictions NIPS 2022
Sample Constrained Treatment Effect Estimation NIPS 2022
Interactive rank testing by betting CLEAR 2022
End-to-End Balancing for Causal Continuous Treatment-Effect Estimation ICML 2022
Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations ICML 2022
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data MLHC 2022
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022
MALTS: Matching After Learning to Stretch JMLR 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
Instrumental Variable Regression with Confounder Balancing ICML 2022
Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022
Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022
Unit Selection with Causal Diagram AAAI 2022