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Volumn 113, Issue 3, 2014, Pages

Quantum support vector machine for big data classification

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLASSIFICATION (OF INFORMATION); MATRIX ALGEBRA; POLYNOMIAL APPROXIMATION; QUANTUM COMPUTERS; SUPERVISED LEARNING; SUPPORT VECTOR MACHINES;

EID: 84907425976     PISSN: 00319007     EISSN: 10797114     Source Type: Journal    
DOI: 10.1103/PhysRevLett.113.130503     Document Type: Article
Times cited : (1937)

References (34)
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    • (1995) Mach. Learn. , vol.20 , pp. 273
    • Cortes, C.1    Vapnik, V.2
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    • 84983710547 scopus 로고    scopus 로고
    • PLRAAN 1050-2947
    • M. Sasaki and A. Carlini, Phys. Rev. A 66, 022303 (2002). PLRAAN 1050-2947 10.1103/PhysRevA.66.022303
    • (2002) Phys. Rev. A , vol.66 , pp. 022303
    • Sasaki, M.1    Carlini, A.2
  • 17
    • 84864493171 scopus 로고    scopus 로고
    • PRLTAO 0031-9007
    • N. Wiebe, D. Braun, and S. Lloyd, Phys. Rev. Lett. 109, 050505 (2012). PRLTAO 0031-9007 10.1103/PhysRevLett.109.050505
    • (2012) Phys. Rev. Lett. , vol.109 , pp. 050505
    • Wiebe, N.1    Braun, D.2    Lloyd, S.3
  • 22
    • 85023205150 scopus 로고
    • JSYCEH 0747-7171
    • The exponent 3 can be improved considerably; see D. Coppersmith and S. Winograd, J. Symb. Comput. 9, 251 (1990). JSYCEH 0747-7171 10.1016/S0747-7171(08)80013-2
    • (1990) J. Symb. Comput. , vol.9 , pp. 251
    • Coppersmith, D.1    Winograd, S.2
  • 25
    • 85000232743 scopus 로고    scopus 로고
    • See Supplemental Material http://link.aps.org/supplemental/10.1103/PhysRevLett.113.130503, which includes Ref. [26], for the estimation of the trace of the kernel matrix and details on the kernel matrix low-rank approximation.
  • 27
    • 76349088508 scopus 로고    scopus 로고
    • CMPHAY 0010-3616
    • A. Childs, Commun. Math. Phys. 294, 581 (2010). CMPHAY 0010-3616 10.1007/s00220-009-0930-1
    • (2010) Commun. Math. Phys. , vol.294 , pp. 581
    • Childs, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.