Causal Contrastive Learning for Counterfactual Regression Over Time

1 June 2024

Papers citing "Causal Contrastive Learning for Counterfactual Regression Over Time"

3 / 3 papers shown

Title
Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data Zhixuan Chu S. Rathbun Sheng R. Li CML OOD 19 14 0 22 Feb 2022
Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies Milan Kuzmanovic Tobias Hatt Stefan Feuerriegel CML 35 16 0 06 Dec 2021
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 188 170 0 17 Feb 2021