SurvCaus : Representation Balancing for Survival Causal Inference

29 March 2022

Papers citing "SurvCaus : Representation Balancing for Survival Causal Inference"

4 / 4 papers shown

Title
Estimating heterogeneous survival treatment effect in observational data using machine learning Liangyuan Hu Jiayi Ji Fan Li CML 78 66 0 17 Aug 2020
Enabling Counterfactual Survival Analysis with Balanced Representations Paidamoyo Chapfuwa Serge Assaad Shuxi Zeng Michael J. Pencina Lawrence Carin Ricardo Henao CML 33 2 0 14 Jun 2020
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects Fredrik D. Johansson Uri Shalit Nathan Kallus David Sontag CML OOD 88 100 0 21 Jan 2020
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 500 1,261 0 02 Jun 2016