메뉴 건너뛰기




Volumn , Issue , 2007, Pages 1138-1143

A scalable kernel-based algorithm for semi-supervised metric learning

Author keywords

[No Author keywords available]

Indexed keywords

DATA SET SIZE; KERNEL APPROACHES; KERNEL MATRICES; LOW RANK APPROXIMATIONS; METRIC LEARNING; REAL-WORLD; RESEARCH INTERESTS; SEMI-SUPERVISED;

EID: 77952583365     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (18)
  • 4
    • 18244405757 scopus 로고    scopus 로고
    • Leveraging social networks to fight spam
    • DOI 10.1109/MC.2005.132
    • P.O. Boykin and V.P. Roychowdhury. Leveraging social networks to fight spam. IEEE Computer, 38(4):61-68, 2005. (Pubitemid 40625786)
    • (2005) Computer , vol.38 , Issue.4 , pp. 61-68
    • Boykin, P.O.1    Roychowdhury, V.P.2
  • 6
    • 84899009769 scopus 로고    scopus 로고
    • Global versus local methods in nonlinear dimensionality reduction
    • S. Becker, S. Thrun, and K. Obermayer, editors, MIT Press, Cambridge, MA, USA
    • V. de Silva and J.B. Tenenbaum. Global versus local methods in nonlinear dimensionality reduction. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems 15, pages 705-712. MIT Press, Cambridge, MA, USA, 2003.
    • (2003) Advances in Neural Information Processing Systems 15 , pp. 705-712
    • De Silva, V.1    Tenenbaum, J.B.2
  • 8
    • 84898984833 scopus 로고    scopus 로고
    • Semi-supervised learning with penalized probabilistic clustering
    • L.K. Saul, Y. Weiss, and L. Bottou, editors, MIT Press, Cambridge, MA, USA
    • Z. Lu and T.K. Leen. Semi-supervised learning with penalized probabilistic clustering. In L.K. Saul, Y. Weiss, and L. Bottou, editors, Advances in Neural Information Processing Systems 17, pages 849-856. MIT Press, Cambridge, MA, USA, 2005.
    • (2005) Advances in Neural Information Processing Systems 17 , pp. 849-856
    • Lu, Z.1    Leen, T.K.2
  • 9
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S.T. Roweis and L.K. Saul. Nonlinear dimensionality reduction by locally linear embedding. Science, 290(5500):2323-2326, 2000. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 10
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of low dimensional manifolds
    • L.K. Saul and S.T. Roweis. Think globally, fit locally: unsupervised learning of low dimensional manifolds. Journal of Machine Learning Research, 4:119-155, 2003.
    • (2003) Journal of Machine Learning Research , vol.4 , pp. 119-155
    • Saul, L.K.1    Roweis, S.T.2
  • 12
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. Smola, and K.R. Müller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10(5):1299-1319, 1998.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Müller, K.R.3
  • 13
    • 84898968165 scopus 로고    scopus 로고
    • Computing Gaussian mixture models with EM using equivalence constraints
    • S. Thrun, L. Saul, and B. Schölkopf, editors, MIT Press, Cambridge, MA, USA
    • N. Shental, A. Bar-Hillel, T. Hertz, and D. Weinshall. Computing Gaussian mixture models with EM using equivalence constraints. In S. Thrun, L. Saul, and B. Schölkopf, editors, Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, USA, 2004.
    • (2004) Advances in Neural Information Processing Systems 16
    • Shental, N.1    Bar-Hillel, A.2    Hertz, T.3    Weinshall, D.4
  • 17
    • 84879571292 scopus 로고    scopus 로고
    • Distance metric learning, with application to clustering with side-information
    • S. Becker, S. Thrun, and K. Obermayer, editors, MIT Press, Cambridge, MA, USA
    • E.P. Xing, A.Y. Ng, M.I. Jordan, and S. Russell. Distance metric learning, with application to clustering with side-information. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems 15, pages 505-512. MIT Press, Cambridge, MA, USA, 2003.
    • (2003) Advances in Neural Information Processing Systems 15 , pp. 505-512
    • Xing, E.P.1    Ng, A.Y.2    Jordan, M.I.3    Russell, S.4
  • 18
    • 33745456231 scopus 로고    scopus 로고
    • Technical Report 1530, University ofWisconsin - Madison, Department of Computer Science, Madison, Wisconsin, USA, September 7 (last modified)
    • X. Zhu. Semi-supervised learning literature survey. Technical Report 1530, University ofWisconsin - Madison, Department of Computer Science, Madison, Wisconsin, USA, September 7 (last modified) 2006.
    • (2006) Semi-supervised Learning Literature Survey
    • Zhu, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.