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Quantum machine learning: what quantum computing means to data mining

Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quan...

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Detalles Bibliográficos
Autor principal: Wittek, Peter
Lenguaje:eng
Publicado: Elsevier Science 2014
Materias:
Acceso en línea:http://cds.cern.ch/record/1953403
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author Wittek, Peter
author_facet Wittek, Peter
author_sort Wittek, Peter
collection CERN
description Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing are hard to follow for computer scientists, and sometimes even for researchers involved in the field. The lack of a step-by-step guide hampers the broader understanding of this emergent interdisciplinary body of research. Quantum Machine L
id cern-1953403
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
publisher Elsevier Science
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spelling cern-19534032021-04-21T20:51:43Zhttp://cds.cern.ch/record/1953403engWittek, PeterQuantum machine learning: what quantum computing means to data miningEngineeringQuantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring down the complexity of the disciplines involved, it focuses on providing a synthesis that explains the most important machine learning algorithms in a quantum framework. Theoretical advances in quantum computing are hard to follow for computer scientists, and sometimes even for researchers involved in the field. The lack of a step-by-step guide hampers the broader understanding of this emergent interdisciplinary body of research. Quantum Machine LElsevier Scienceoai:cds.cern.ch:19534032014
spellingShingle Engineering
Wittek, Peter
Quantum machine learning: what quantum computing means to data mining
title Quantum machine learning: what quantum computing means to data mining
title_full Quantum machine learning: what quantum computing means to data mining
title_fullStr Quantum machine learning: what quantum computing means to data mining
title_full_unstemmed Quantum machine learning: what quantum computing means to data mining
title_short Quantum machine learning: what quantum computing means to data mining
title_sort quantum machine learning: what quantum computing means to data mining
topic Engineering
url http://cds.cern.ch/record/1953403
work_keys_str_mv AT wittekpeter quantummachinelearningwhatquantumcomputingmeanstodatamining