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stat.ML2024
An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes
George H. Chen
Many applications involve reasoning about time durations before a critical event happens--also called time-to-event outcomes. When will a customer cancel a subscription, a coma pat…
stat.ML2024
Fairness in Survival Analysis with Distributionally Robust Optimization
Shu Hu, George H. Chen
We propose a general approach for encouraging fairness in survival analysis models based on minimizing a worst-case error across all subpopulations that occur with at least a user-…