Multi-class classification based on quantum state discrimination

We present a general framework for the problem of multi-class classification using classification functions that can be interpreted as fuzzy sets. We specialize these functions in the domain of Quantum-inspired classifiers, which are based on quantum state discrimination techniques. In particular, w...

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Detalles Bibliográficos
Autores principales: Giuntini, Roberto, Granda Arango, Andrés Camilo, Freytes, Hector, Holik, Federico Hernán, Sergioli, Giuseppe
Formato: Articulo
Lenguaje:Inglés
Publicado: 2023
Materias:
Física
Quantum-inspired algorithms
Multi-class classification
Pretty Good Measurement
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/159869
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata

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