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Volumn 3176, Issue , 2004, Pages 21-40

Some notes on applied mathematics for machine learning

Author keywords

[No Author keywords available]

Indexed keywords

LAGRANGE MULTIPLIERS; TURING MACHINES;

EID: 35048900986     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28650-9_2     Document Type: Article
Times cited : (4)

References (20)
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    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • MIT Press
    • M. Belkin and P. Niyogi. Laplacian eigenmaps for dimensionality reduction and data representation. In Advances in Neural Information Processing Systems 14. MIT Press, 2002.
    • (2002) Advances in Neural Information Processing Systems , vol.14
    • Belkin, M.1    Niyogi, P.2
  • 3
    • 0004178623 scopus 로고
    • Simon and Schuster, Touchstone edition
    • E.T. Bell. Men of Mathematics. Simon and Schuster, Touchstone edition, 1986; first published 1937.
    • (1937) Men of Mathematics.
    • Bell, E.T.1
  • 6
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C.J.C. Burges. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2(2):121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 13
    • 0002945580 scopus 로고
    • Bayesian methods: General background
    • J.H. Justice, editor, . Cambridge University Press
    • E.T. Jaynes. Bayesian methods: General background. In J.H. Justice, editor, Maximum Entropy and Bayesian Methods in Applied Statistics, pages 1-25. Cambridge University Press, 1985.
    • (1985) Maximum Entropy and Bayesian Methods in Applied Statistics , pp. 1-25
    • Jaynes, E.T.1
  • 17
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • S.T. Roweis and L.K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(22):2323-2326, 2000.
    • (2000) Science , vol.290 , Issue.22 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 18
    • 0001203499 scopus 로고
    • Sur la définition axiomatique d'une classe d'espace distanciés vectoriellement applicable sur l'espace de Hubert
    • I.J. Schoenberg. Remarks to maurice frcchet's article sur la définition axiomatique d'une classe d'espace distanciés vectoriellement applicable sur l'espace de Hubert. Annals of Mathematics, 36:724-732, 1935.
    • (1935) Annals of Mathematics , vol.36 , pp. 724-732
    • Schoenberg, I.J.1
  • 20
    • 0003017575 scopus 로고    scopus 로고
    • Prediction with gaussian processes: From linear regression to linear prediction and beyond
    • Michael I. Jordan, editor, MIT Press
    • C.K.I. Williams. Prediction with gaussian processes: from linear regression to linear prediction and beyond. In Michael I. Jordan, editor, Learning in Graphical Models, pages 599-621. MIT Press, 1999.
    • (1999) Learning in Graphical Models , pp. 599-621
    • Williams, C.K.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.