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May, 2023
量子机器学习的阴影
Shadows of quantum machine learning
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Sofiene Jerbi, Casper Gyurik, Simon C. Marshall, Riccardo Molteni, Vedran Dunjko
TL;DR
本文提出了一种基于量子线性模型和经典影子重构的方法来构建可在经典计算机上运行的量子机器学习模型,从而绕过访问量子计算机的需要,并对可实现经典阴影模型的学习任务及其复杂性进行了讨论。
Abstract
quantum machine learning
is often highlighted as one of the most promising uses for a quantum computer to solve practical problems. However, a major obstacle to the widespread use of
quantum machine learning
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