2 papers
cs.LG2021
Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance
Justin Lim, Christina X Ji, Michael Oberst +3
Individuals often make different decisions when faced with the same context, due to personal preferences and background. For instance, judges may vary in their leniency towards cer…
cs.LG2020
Deep Contextual Clinical Prediction with Reverse Distillation
Rohan S. Kodialam, Rebecca Boiarsky, Justin Lim +3
Healthcare providers are increasingly using machine learning to predict patient outcomes to make meaningful interventions. However, despite innovations in this area, deep learning…