A quantum algorithm of K-means toward practical use

DOI10.1007/s11128-022-03485-xOpenAlexW4226352648MaRDI QIDQ2107106

Hiroshi Ohno

Publication date: 29 November 2022

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-022-03485-x

zbMATH Keywords

clusteringquantum entanglementunsupervised learningK-means algorithmquantum machine learning

Mathematics Subject Classification ID

Quantum computation (81P68)

Uses Software

• QISKit

Cites Work

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• Simulating a perceptron on a quantum computer
• The vectorization of ITPACK 2C
• On the Performance of Clustering in Hilbert Spaces
• A theory of the learnable
• Grover's Quantum Algorithm Applied to Global Optimization

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