Hu Yang

Distributionally robust optimization for credible learning in predictive health applications

Data-driven predictive models are increasingly used in clinical settings, but adoption hinges on both interpretability and credibility —i.e., alignment with domain knowledge. For tabular electronic health records data, conventional deep models are hard to interpret, while sparse...