Entity · technique

Kaplan-Meier estimator

techniqueactivekaplan-meier-estimator-fe3aae1a·1 events·first seen May 22, 2026

Aliases: Kaplan-Meier estimator

Co-occurring entities

Denoising Diffusion Probabilistic Models integrated Brier score C-index Survival Diffusion Probabilistic Model (SDPM)Cox-Weibull model

More like this (12)

M-estimators Kernel Density Estimator (KDE)Cox-Weibull model Hájek estimator Maximum Likelihood Estimation sparse-exception binomial test finite-sample posterior sampling framework Log Probability Bias Analysis likelihood approximation logistic-normal distribution Quality Estimation (QE)reward-induced maximum likelihood

Recent events (1)

2arXiv · cs.AI·May 22, 2026·source ↗

SDPM: Survival Diffusion Probabilistic Model for Continuous-Time Survival Analysis

The paper proposes SDPM, a generative model using denoising diffusion to estimate continuous-time survival (time-to-event) distributions without parametric hazard assumptions or time discretization. It is evaluated on ten real datasets against tree-based, boosting, and neural baselines, showing competitive C-index, AUC, and Brier score performance.

Kaplan-Meier estimator Denoising Diffusion Probabilistic Models integrated Brier score +3 more