Time Series Counterfactual Inference with Hidden Confounders

no code implementations • 1 Jan 2021 • Guangyu Li, Jiahao Chen, Samuel A Assefa, Yan Liu

We present augmented counterfactual ordinary differential equations (ACODEs), a new approach to counterfactual inference on time series data with a focus on healthcare applications.

counterfactual Counterfactual Inference +3