Machine Learning and Quantum Algorithm
نویسندگان
چکیده
منابع مشابه
An efficient quantum algorithm for generative machine learning
A central task in the field of quantum computing is to find applications where quantum computer could provide exponential speedup over any classical computer [1–3]. Machine learning represents an important field with broad applications where quantum computer may offer significant speedup [4–8]. Several quantum algorithms for discriminative machine learning [9] have been found based on efficient...
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Machine learning techniques are applied for solving a large variety of practical problems. The tasks attacked by machine learning algorithms include classification, regression, pattern recognition, etc. Traditionally, machine learning algorithms are divided into two groups depending on the nature of training data: supervised and unsupervised. Supervised machine learning algorithms take on the i...
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F. A. Cárdenas-López,1, 2, ∗ M. Sanz,3, † J. C. Retamal,1, 2 and E. Solano3, 4 Departamento de Fı́sica, Universidad de Santiago de Chile (USACH), Avenida Ecuador 3493, 9170124, Santiago, Chile Center for the Development of Nanoscience and Nanotechnology 9170124, Estación Central, Santiago, Chile Department of Physical Chemistry, University of the Basque Country UPV/EHU, Apartado 644, 48080 Bilba...
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ژورنال
عنوان ژورنال: Physics and High Technology
سال: 2017
ISSN: 1225-2336
DOI: 10.3938/phit.26.048