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Quantum and Quantum-Inspired Stereographic K Nearest-Neighbour Clustering

Nearest-neighbour clustering is a simple yet powerful machine learning algorithm that finds natural application in the decoding of signals in classical optical-fibre communication systems. Quantum k-means clustering promises a speed-up over the classical k-means algorithm; however, it has been shown...

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Detalles Bibliográficos
Autores principales: Viladomat Jasso, Alonso, Modi, Ark, Ferrara, Roberto, Deppe, Christian, Nötzel, Janis, Fung, Fred, Schädler, Maximilian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10527652/
https://www.ncbi.nlm.nih.gov/pubmed/37761660
http://dx.doi.org/10.3390/e25091361