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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Vydané v:	New journal of physics Ročník 23; číslo 11; s. 113021 - 113047
Hlavní autori:	Huang, Hsin-Yuan, Bharti, Kishor, Rebentrost, Patrick
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bristol IOP Publishing 01.11.2021
Predmet:	Algorithms Heuristic methods Linear systems Machine learning Mathematical analysis near-term quantum algorithms Optimization Physics quantum computing
ISSN:	1367-2630, 1367-2630
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