Non-Crossing Deep Quantile Regression for Distributional Survival Prediction
By Shuai Huang · Paper · stat.ML
In survival analysis the way covariates act on the risk of an event often differs between early and late failure times, yet hazard- and mean-based summaries collapse this variation into a single number. Quantile-based modeling instead describes the full conditional distribution o