Estimating Treatment Effects in Continuous Time with Hidden Confounders

19 February 2023

Papers citing "Estimating Treatment Effects in Continuous Time with Hidden Confounders"

4 / 4 papers shown

Title
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series Qiang Huang Chuizheng Meng Defu Cao Biwei Huang Yi Chang Yan Liu 23 0 0 16 Aug 2024
Causal Contrastive Learning for Counterfactual Regression Over Time Mouad El Bouchattaoui Myriam Tami Benoit Lepetit P. Cournède CML AI4TS 38 2 0 01 Jun 2024
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders Defu Cao James Enouen Yujing Wang Xiangchen Song Chuizheng Meng Hao Niu Yan Liu CML 22 21 0 04 Mar 2023
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies Milan Kuzmanovic Tobias Hatt Stefan Feuerriegel CML 42 21 0 06 Dec 2021