Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects

25 February 2022

Papers citing "Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects"

5 / 5 papers shown

Title
Long-term Causal Inference via Modeling Sequential Latent Confounding Weilin Chen Ruichu Cai Yuguang Yan Z. Hao José Miguel Hernández-Lobato CML 76 1 0 26 Feb 2025
Detecting hidden confounding in observational data using multiple environments R. Karlsson Jesse H. Krijthe CML OOD 40 12 0 27 May 2022
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies Milan Kuzmanovic Tobias Hatt Stefan Feuerriegel CML 47 21 0 06 Dec 2021
Estimating Average Treatment Effects via Orthogonal Regularization Tobias Hatt Stefan Feuerriegel CML 153 35 0 21 Jan 2021
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 223 719 0 12 May 2016