Survival Analysis meets Counterfactual Inference. - Paidamoyo Chapfuwa; Serge Assaad; Shuxi Zeng; Michael J. Pencina; Lawrence Carin; Ricardo Henao (CoRR, 2020)

Double Robust Representation Learning for Counterfactual Prediction. - Shuxi Zeng; Serge Assaad; Chenyang Tao; Shounak Datta; Lawrence Carin; Fan Li (CoRR, 2020)

Counterfactual Representation Learning with Balancing Weights. - Serge Assaad; Shuxi Zeng; Chenyang Tao; Shounak Datta; Nikhil Mehta 002; Ricardo Henao; Fan Li; Lawrence Carin (AISTATS, 2021)

Enabling counterfactual survival analysis with balanced representations. - Paidamoyo Chapfuwa; Serge Assaad; Shuxi Zeng; Michael J. Pencina; Lawrence Carin; Ricardo Henao (CHIL, 2021)

Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction. - Shuxi Zeng; Murat Ali Bayir; Joseph J. Pfeiffer III; Denis Charles; Emre Kiciman (WSDM, 2021)

Hölder Bounds for Sensitivity Analysis in Causal Reasoning. - Serge Assaad; Shuxi Zeng; Henry D. Pfister; Fan Li; Lawrence Carin (CoRR, 2021)