FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models
We propose new optimization methods by constructing and minimizing surrogate functions that exploit hidden mathematical structures of the CPH model, producing very sparse high-quality models that were not previously practical to construct.
Nov 1, 2024
