2 papers
stat.ML2025
Reduction Techniques for Survival Analysis
Johannes Piller, Léa Orsini, Simon Wiegrebe +6
In this work, we discuss what we refer to as reduction techniques for survival analysis, that is, techniques that "reduce" a survival task to a more common regression or classifica…
math.ST2025
When Are Scoring Rules Proper? Bridging Theory and Practice in Survival Model Evaluation
Raphael Sonabend, John Zobolas, Riccardo De Bin +5
Proper scoring rules encourage probabilistic predictions that match the true underlying distribution and are central to model evaluation, with increasing relevance in automated wor…