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Sufficient Decision Proxies for Decision-Focused Learning

Schutte, Noah et al.
arXiv (All) · Papers
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machine-learningoptimization-and-control
When solving optimization problems under uncertainty with contextual data, utilizing machine learning to predict the uncertain parameters' values is a popular and effective approach. Decision-focused learning (DFL) aims at learning a predictive model such that decision quality, instead of prediction
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