Quantum Algorithm for Data Fitting

We provide a new quantum algorithm that efficiently determines the quality of a least-squares fit over an exponentially large data set by building upon an algorithm for solving systems of linear equations efficiently [Harrow et al., Phys. Rev. Lett. 103 150502 (2009)]. In many cases, our algorithm c...

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Bibliographic Details
Main Authors: Wiebe, Nathan (Author), Braun, Daniel (Author), Lloyd, Seth (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor)
Format: Article
Language:English
Published: American Physical Society, 2012-10-10T20:44:15Z.
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