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Justin Lim

2 accepted papers

2021

Deep Contextual Clinical Prediction with Reverse Distillation

AAAI 2021technical

Healthcare providers are increasingly using machine learning to predict patient outcomes to make meaningful interventions. However, despite innovations in this area, deep learning models often struggle to match performance of shallow linear models in predicting these outcomes, making it difficult to…

2021

Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance

NeurIPS 2021poster

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 certain drug-related offenses, and doctors may vary in their preference for how to start treatment for certain types of pa…