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An efficient quantum algorithm for ensemble classification using bagging

Published in IET Quantum Communication • Feb 2, 2024
NobleIDNI3P81W04R70S89
Authors:
Antonio Macaluso
,
Luca Clissa
,
Stefano Lodi

Abstract

Abstract Ensemble methods aggregate predictions from multiple models, typically demonstrating improved accuracy and reduced variance compared to individual classifiers. However, they often come with significant memory usage and computational time requirements. A novel quantum algorithm that leverage...

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