2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
AAAI 2024technical
Censoring is the central problem in survival analysis where either the time-to-event (for instance, death), or the time-to censoring (such as loss of follow-up) is observed for each sample. The majority of existing machine learning-based survival analysis methods assume that survival is conditionall…