Vincent Maladiere

Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks

When dealing with right-censored data, where some outcomes are missing due to a limited observation period, survival analysis —known as *time-to-event analysis*— focuses on predicting the time until an event of interest occurs. Multiple classes of outcomes lead to a classification variant: predictin…