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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Bibliographic Details
Main Authors: Cesarino Bertini, Roberto Leporini
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/25/3/404