Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models

Alvaro Ribot, Chandler Squires, Caroline Uhler

We consider the task of causal imputation, where we aim to predict the outcomes of some set of actions across a wide range of possible contexts. As a running example, we consider p…