Variational quantum algorithm for node embedding

Quantum machine learning has made remarkable progress in many important tasks. However, the gate complexity of the initial state preparation is seldom considered in lots of quantum machine learning algorithms, making them non-end-to-end. Herein, we propose a quantum algorithm for the node embedding...

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Autors principals:	Zeng-rong Zhou, Hang Li, Gui-Lu Long
Format:	Artigo
Idioma:	Inglês
Publicat:	KeAi Communications Co. Ltd. 2024-07-01
Col·lecció:	Fundamental Research
Matèries:	Quantum machine learning Quantum computation Node embedding Variational quantum algorithm Nuclear magnetic resonance
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2667325823002728
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