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...

Full description

Bibliographic Details

Published in:	New journal of physics Vol. 23; no. 11; pp. 113021 - 113047
Main Authors:	Huang, Hsin-Yuan, Bharti, Kishor, Rebentrost, Patrick
Format:	Journal Article
Language:	English
Published:	Bristol IOP Publishing 01.11.2021
Subjects:	Algorithms Heuristic methods Linear systems Machine learning Mathematical analysis near-term quantum algorithms Optimization Physics quantum computing
ISSN:	1367-2630, 1367-2630
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!