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, Braun, Daniel, Lloyd, Seth
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:en_US
Published: American Physical Society 2012
Online Access:http://hdl.handle.net/1721.1/73873

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