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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 <i>k</i>-means clustering promises a speed-up over the classical <i>k</i>-means algorithm; however, it...

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Auteurs principaux: Alonso Viladomat Jasso, Ark Modi, Roberto Ferrara, Christian Deppe, Janis Nötzel, Fred Fung, Maximilian Schädler
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2023-09-01
Collection:Entropy
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Accès en ligne:https://www.mdpi.com/1099-4300/25/9/1361
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