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Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials


Mar 10, 2022
Zhixuan Chu , Stephen L. Rathbun , Sheng Li

* Proceedings of Machine Learning Research (PMLR); Conference on Health, Inference, and Learning (CHIL) 2022 

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Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data


Jun 05, 2021
Zhixuan Chu , Stephen L. Rathbun , Sheng Li

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '21), August 14--18, 2021, Virtual Event, Singapore 

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Matching in Selective and Balanced Representation Space for Treatment Effects Estimation


Sep 15, 2020
Zhixuan Chu , Stephen L. Rathbun , Sheng Li

* Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM '20) 

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