AI RESEARCH
Scalable Decision-Focused Learning through Cost-Sensitive Regression
arXiv CS.LG
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ArXi:2605.18005v1 Announce Type: new Many real-world combinatorial problems involve uncertain parameters, which can be predicted given contextual features and historical data. These `predict-then-optimize' or `contextual optimization' problems have gained significant attention: end-to-end