Paper proposes decision-focused survival analysis

Arxiv CS.LG (machine learning)

The paper addresses misalignment between predictive model optimization and allocation decisions in survival analysis. It proposes a decision-focused approach that optimizes models directly for the downstream allocation task. Evaluations on synthetic and real-world data show improved decision quality over standard metrics.

Arxiv CS.LG (machine learning)·Itai ZilbersteinIoannis AnagnostidesTuomas Sandholm

8 days ago