End-to-End Balancing for Causal Continuous Treatment-Effect Estimation

27 July 2021

Papers citing "End-to-End Balancing for Causal Continuous Treatment-Effect Estimation"

9 / 9 papers shown

Title
Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer Minh Hoang Nguyen Linh Le Pham Van Thommen George Karimpanal Sunil Gupta Hung Le OffRL LRM 37 0 0 14 May 2025
Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-adherence Winston Chen Trenton Chang Jenna Wiens CML 43 0 0 08 May 2025
Probabilities of Causation for Continuous and Vector Variables Yuta Kawakami Manabu Kuroki Jin Tian 43 4 0 30 May 2024
Adversarially Balanced Representation for Continuous Treatment Effect Estimation Amirreza Kazemi Martin Ester CML OOD 40 3 0 17 Dec 2023
Flexible Functional Treatment Effect Estimation Jiayi Wang Raymond K. W. Wong Xiaoke Zhang Kwun Chuen Gary Chan 20 1 0 14 Sep 2023
Bayesian Causal Inference in Doubly Gaussian DAG-probit Models R. Tahmasbi Keyvan Tahmasbi 19 0 0 12 Apr 2023
Causal Estimation of Exposure Shifts with Neural Networks: Evaluating the Health Benefits of Stricter Air Quality Standards in the US Mauricio Tec Oladimeji Mudele K. Josey Francesca Dominici CML OOD 26 0 0 06 Feb 2023
Deep Causal Learning: Representation, Discovery and Inference Zizhen Deng Xiaolong Zheng Hu Tian D. Zeng CML BDL 36 11 0 07 Nov 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016