A survey on HHL algorithm: From theory to application in quantum machine learning

Bojia Duan,Jiabin Yuan,Chao-Hua Yu, Jianbang Huang,Chang-Yu Hsieh

Physics Letters A（2020）

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摘要

•Reviewing the necessary background on elementary quantum algorithms.•Explain how HHL is used in quantum machine learning models, and how it enables quantum speedup.•Briefly discuss the remaining challenges ahead for HHL-based QML models and related methods.

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关键词

Quantum computation,HHL algorithm,Quantum machine learning,Quantum circuit

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