FLEXI-Haz: Semiparametric Deep Survival Inference Beyond Proportional Hazards

arXiv:2512.10570 · stat.ML, cs.LG · Submitted 2025-12-11 · Read on arXiv

stat.ML, cs.LG

Submitted: 2025-12-11

Updated: 2026-10-20

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Interpretability — 1× in this paper · explained in 15 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• Efficient quadratic entropy with distance sketches
• Embedding-Bias in Conditional Independence Testing
• From Log-Odds to Shapley Values: An Explanatory Geometry for the Weighted Naive Bayes Classifier