Jiazhen Li

An Exact Quantum Principal Component Analysis Algorithm Based on Quantum Singular Value Threshold

2020 · arXiv (Cornell University)

Quantum principal component analysis (qPCA) is the quantum version of principal component analysis (PCA). In this paper, based on the quantum singular value threshold (qSVT), we propose an exact quantum principal component analysis algorithm, which …