Quantum Support Vector Machine for Big Data Classification

Supervised machine learning is the classification of new data based on already classified training examples. In this work, we show that the support vector machine, an optimized binary classifier, can be implemented on a quantum computer, with complexity logarithmic in the size of the vectors and the...

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Bibliographic Details
Main Authors: Mohseni, Masoud, Lloyd, Seth, Rebentrost, Frank Patrick
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: American Physical Society 2014
Online Access:http://hdl.handle.net/1721.1/90391
https://orcid.org/0000-0002-6728-8163