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Quantum-Inspired Applications for Classification Problems

In the context of quantum-inspired machine learning, quantum state discrimination is a useful tool for classification problems. We implement a local approach combining the k-nearest neighbors algorithm with some quantum-inspired classifiers. We compare the performance with respect to well-known clas...

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Detalles Bibliográficos
Autores principales: Bertini, Cesarino, Leporini, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047587/
https://www.ncbi.nlm.nih.gov/pubmed/36981293
http://dx.doi.org/10.3390/e25030404