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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Bibliographic Details
Main Authors: Hsin-Yuan Huang, Kishor Bharti, Patrick Rebentrost
Format: Article
Language:English
Published: IOP Publishing 2021-01-01
Series:New Journal of Physics
Subjects:
Online Access:https://doi.org/10.1088/1367-2630/ac325f