Quantum-Assisted Cluster Analysis on a Quantum Annealing Device

We present an algorithm for quantum-assisted cluster analysis that makes use of the topological properties of a D-Wave 2000Q quantum processing unit. Clustering is a form of unsupervised machine learning, where instances are organized into groups whose members share similarities. The assignments are...

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Bibliographic Details

Published in:	Frontiers in physics Vol. 6
Main Authors:	Neukart, Florian, Dollen, David Von, Seidel, Christian
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 14.06.2018
Subjects:	clustering machine learning quantum algorithms quantum computing quantum physics quantum-assisted
ISSN:	2296-424X, 2296-424X
Online Access:	Get full text
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