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A Resource Efficient Quantum Kernel

Published in ArXiv.org • Jul 4, 2025
NobleIDNI0P18W04R90S37
Authors:
Utkarsh Singh
,
Jean‐Frédéric Laprade
,
Aaron Z. Goldberg

Abstract

Quantum processors may enhance machine learning by mapping high-dimensional data onto quantum systems for processing. Conventional feature maps, for encoding data onto a quantum circuit are currently impractical, as the number of entangling gates scales quadratically with the dimension of the datase...

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