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Variational quantum support vector machine based on [Formula: see text] matrix expansion and variational universal-quantum-state generator

We analyze a binary classification problem by using a support vector machine based on variational quantum-circuit model. We propose to solve a linear equation of the support vector machine by using a [Formula: see text] matrix expansion. In addition, it is shown that an arbitrary quantum state is pr...

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Detalles Bibliográficos
Autor principal:	Ezawa, Motohiko
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9042879/ https://www.ncbi.nlm.nih.gov/pubmed/35474101 http://dx.doi.org/10.1038/s41598-022-10677-z

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