treatment effect

Collaborative Causal Inference with Fair Incentives ICML 2023 Conformal Meta-learners for Predictive Inference of Individual Treatment Effects NeurIPS 2023 Differentially Private Synthetic Control AISTATS 2023 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 Conditional Average Treatment Effects with Missing Treatment Information AISTATS 2023 Estimating Joint Treatment Effects by Combining Multiple Experiments ICML 2023 Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding CLeaR 2023 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators JMLR 2023 Generalizing Clinical Trials with Convex Hulls CLeaR 2023 High Precision Causal Model Evaluation with Conditional Randomization NeurIPS 2023 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 Learning Prescriptive ReLU Networks ICML 2023 Learning Treatment Effects from Observational and Experimental Data AISTATS 2023 Multi-armed Bandit Experimental Design: Online Decision-making and Adaptive Inference AISTATS 2023 Multiply Robust Federated Estimation of Targeted Average Treatment Effects NeurIPS 2023 On the Relationship Between Explanation and Prediction: A Causal View ICML 2023 Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential Decision Making NeurIPS 2023 Optimized Covariance Design for AB Test on Social Network under Interference NeurIPS 2023 Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023 Stochastic Tree Ensembles for Estimating Heterogeneous Effects AISTATS 2023 To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023 Towards Balanced Representation Learning for Credit Policy Evaluation AISTATS 2023