Just Trial Once: Ongoing Causal Validation of Machine Learning Models

Jacob M. Chen, Michael Oberst

Machine learning (ML) models are increasingly used as decision-support tools in high-risk domains. Evaluating the causal impact of deploying such models can be done with a randomiz…