Adjustment for Confounding using Pre-Trained Representations

Rickmer Schulte, David Rügamer, Thomas Nagler

There is growing interest in extending average treatment effect (ATE) estimation to incorporate non-tabular data, such as images and text, which may act as sources of confounding.…