Experimental kernel-based quantum machine learning in finite feature space

We implement an all-optical setup demonstrating kernel-based quantum machine learning for two-dimensional classification problems. In this hybrid approach, kernel evaluations are outsourced to projective measurements on suitably designed quantum states encoding the training data, while the model tra...

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Detalles Bibliográficos
Autores principales: Bartkiewicz, Karol, Gneiting, Clemens, Černoch, Antonín, Jiráková, Kateřina, Lemr, Karel, Nori, Franco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7378258/
https://www.ncbi.nlm.nih.gov/pubmed/32704032
http://dx.doi.org/10.1038/s41598-020-68911-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7378258/
https://www.ncbi.nlm.nih.gov/pubmed/32704032
http://dx.doi.org/10.1038/s41598-020-68911-5

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