Multi-class classification based on quantum state discrimination

DOI10.1016/j.fss.2023.03.012zbMATH Open1543.68317MaRDI QIDQ6588972

Federico Holik, Hector Freytes, Andrés Camilo Granda Arango, Giuseppe Sergioli, Roberto Giuntini

Publication date: 19 August 2024

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

zbMATH Keywords

multi-class classificationquantum-inspired algorithmspretty good measurement

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Quantum computation (81P68) Quantum measurement theory, state operations, state preparations (81P15) Quantum algorithms and complexity in the theory of computing (68Q12)

Cites Work

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• Quantum cryptography: public key distribution and coin tossing
• Quantum-inspired evolutionary algorithms: a survey and empirical study
• A quantum-inspired version of the classification problem
• Commutative POVMs and fuzzy observables
• A quantum-inspired version of the nearest mean classifier
• Defuzzification: criteria and classification
• Machine Learning with Quantum Computers
• A ‘Pretty Good’ Measurement for Distinguishing Quantum States
• The Theory of Quantum Information
• Quantum-inspired minimum distance classification in a biomedical context
• Reversing quantum dynamics with near-optimal quantum and classical fidelity
• Quantum state discrimination and its applications
• A quantum-inspired classical algorithm for recommendation systems

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