Counterfactually Guided Policy Transfer in Clinical Settings

Taylor W. Killian, Marzyeh Ghassemi, Shalmali Joshi

Abstract: Domain shift, encountered when using a trained model for a new patient population, creates significant challenges for sequential decision making in healthcare since the target domain may be both da...