170 citations · 193 across the 8 of their papers we have counts for
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math.ST2022★ 1 cited
When Are Scoring Rules Proper? Bridging Theory and Practice in Survival Model Evaluation
John Zobolas, Raphael Sonabend, Riccardo De Bin +4
Proper scoring rules encourage probabilistic predictions that match the true underlying distribution and are central to model evaluation, with increasing relevance in automated wor…
stat.ML2022★ 4 cited
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis
Philipp Kopper, Simon Wiegrebe, Bernd Bischl +2
Survival analysis (SA) is an active field of research that is concerned with time-to-event outcomes and is prevalent in many domains, particularly biomedical applications. Despite…