AI RESEARCH
Aligning Data-Driven Predictors with Allocation: A Decision-Focused Approach to Survival Analysis
arXiv CS.LG
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ArXi:2606.02671v1 Announce Type: new Machine learning predictors have become essential tools for guiding automated decision making. However, a major misalignment persists: predictive models are typically optimized in terms of standard statistical metrics in isolation from the algorithmic tasks they inform.