Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models

Andrew Jesson, Sören Mindermann, Uri Shalit +1

Recommending the best course of action for an individual is a major application of individual-level causal effect estimation. This application is often needed in safety-critical do…