June 5, 2024, 4:45 a.m. | Mehran Poursoltani, Erick Delage, Angelos Georghiou

cs.LG updates on arXiv.org arxiv.org

arXiv:2306.05937v2 Announce Type: replace-cross
Abstract: The abundance of data has led to the emergence of a variety of optimization techniques that attempt to leverage available side information to provide more anticipative decisions. The wide range of methods and contexts of application have motivated the design of a universal unitless measure of performance known as the coefficient of prescriptiveness. This coefficient was designed to quantify both the quality of contextual decisions compared to a reference one and the prescriptive power of …

abstract application arxiv cs.lg data data-driven decisions design emergence information math.oc optimization performance replace robust stat.me type universal

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