Near-term quantum algorithms for linear systems of equations with regression loss functions

Solving linear systems of equations is essential for many problems in science and technology, including problems in machine learning. Existing quantum algorithms have demonstrated the potential for large speedups, but the required quantum resources are not immediately available on near-term quantum...

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Veröffentlicht in:	New journal of physics Jg. 23; H. 11; S. 113021 - 113047
Hauptverfasser:	Huang, Hsin-Yuan, Bharti, Kishor, Rebentrost, Patrick
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Bristol IOP Publishing 01.11.2021
Schlagworte:	Algorithms Heuristic methods Linear systems Machine learning Mathematical analysis near-term quantum algorithms Optimization Physics quantum computing
ISSN:	1367-2630, 1367-2630
Online-Zugang:	Volltext
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