Support Vector Machines with Quantum State Discrimination

We analyze possible connections between quantum-inspired classifications and support vector machines. Quantum state discrimination and optimal quantum measurement are useful tools for classification problems. In order to use these tools, feature vectors have to be encoded in quantum states represent...

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Bibliographic Details
Main Authors: Roberto Leporini, Davide Pastorello
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Quantum Reports
Subjects:
Online Access:https://www.mdpi.com/2624-960X/3/3/32