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Linear regression by quantum amplitude estimation and its extension to convex optimization

Kazuya Kaneko1, Koichi Miyamoto1,2, Naoyuki Takeda1 and Kazuyoshi Yoshino1

Phys. Rev. A 104, 022430 – Published 25 August 2021

 

1Mizuho-DL Financial Technology Co., Ltd., 2-4-1 Kojimachi, Chiyoda-ku, Tokyo 102-0083, Japan

2Center for Quantum Information and Quantum Biology, Osaka University1-3 Machikaneyama,Toyonaka, Osaka 560-8531, Japan