메뉴 건너뛰기




Volumn , Issue , 2011, Pages 425-432

Learning multi-view neighborhood preserving projections

Author keywords

[No Author keywords available]

Indexed keywords

CROSS-MEDIA RETRIEVAL; EUCLIDEAN DISTANCE; FEATURE SPACE; METRIC LEARNING; MULTI-VIEWS; NEAREST NEIGHBOR QUERIES; NEAREST-NEIGHBORS; OBJECTIVE FUNCTIONS; OPTIMIZATION PROBLEMS; RETRIEVAL ACCURACY;

EID: 80053439603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (101)

References (29)
  • 1
    • 0032201716 scopus 로고    scopus 로고
    • An optimal algorithm for approximate nearest neighbor search in fixed dimensions
    • Arya, S., Mount, D. M., Netanyahu, N. S., Silverman, R., and Wu, A. Y. An optimal algorithm for approximate nearest neighbor search in fixed dimensions. Journal of the ACM, 45(6):891-923, 1998.
    • (1998) Journal of the ACM , vol.45 , Issue.6 , pp. 891-923
    • Arya, S.1    Mount, D.M.2    Netanyahu, N.S.3    Silverman, R.4    Wu, A.Y.5
  • 4
    • 85162035281 scopus 로고    scopus 로고
    • The tradeoffs of large scale learning
    • Platt, J. C., Koller, D., Singer, Y., and Roweis, S.T. (eds.)
    • Bottou, L. and Bousquet, O. The tradeoffs of large scale learning. In Platt, J. C., Koller, D., Singer, Y., and Roweis, S.T. (eds.), Advances in Neural Information Processing Systems 20, pp. 161-168, 2007.
    • (2007) Advances in Neural Information Processing Systems , vol.20 , pp. 161-168
    • Bottou, L.1    Bousquet, O.2
  • 5
    • 56449104479 scopus 로고    scopus 로고
    • Fast nearest neighbor retrieval for Bregman divergences
    • Cayton, L. Fast nearest neighbor retrieval for Bregman divergences. In International Conference on Machine Learning, pp. 112-119, 2008.
    • (2008) International Conference on Machine Learning , pp. 112-119
    • Cayton, L.1
  • 8
    • 80053454828 scopus 로고    scopus 로고
    • Learning a multi-modal similarity metric with application to 2d-3d matching
    • Hadsell, Raia, Matei, Bogdan, and Sawhney, Harpreet. Learning a multi-modal similarity metric with application to 2d-3d matching. In Snowbird Learning Workshop, 2010.
    • Snowbird Learning Workshop, 2010
    • Hadsell, R.1    Matei, B.2    Sawhney, H.3
  • 10
    • 10044285992 scopus 로고    scopus 로고
    • Canonical correlation analysis: An overview with application to learning methods
    • DOI 10.1162/0899766042321814
    • Hardoon, D., Szedmak, S., and Shawe-Taylor, J. Canonical correlation analysis: An overview with application to learning methods. Neural Computation, 16:2639-2664, 2004. (Pubitemid 39604012)
    • (2004) Neural Computation , vol.16 , Issue.12 , pp. 2639-2664
    • Hardoon, D.R.1    Szedmak, S.2    Shawe-Taylor, J.3
  • 15
    • 78149316549 scopus 로고    scopus 로고
    • Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning
    • Lampert, C. and Kroemer, O. Weakly-Paired Maximum Covariance Analysis for Multimodal Dimensionality Reduction and Transfer Learning. In European Conference on Computer Vision, pp. 566-579, 2010.
    • (2010) European Conference on Computer Vision , pp. 566-579
    • Lampert, C.1    Kroemer, O.2
  • 18
    • 0043023536 scopus 로고
    • Efficient algorithms with neural network behaviour
    • Omohundro, S. Efficient algorithms with neural network behaviour. Complex Systems, 1:273, 1987.
    • (1987) Complex Systems , vol.1 , pp. 273
    • Omohundro, S.1
  • 20
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • Schölkopf, B., Smola, A., and Müller, K.R. 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
  • 24
    • 78149477774 scopus 로고    scopus 로고
    • On the convergence of the concave-convex procedure
    • Bengio, Y., Schuurmans, D., Lafferty, J., Williams, C. K. I., and Culotta, A. (eds.), MIT Press
    • Sriperumbudur, Bharath and Lanckriet, Gert. On the convergence of the concave-convex procedure. In Bengio, Y., Schuurmans, D., Lafferty, J., Williams, C. K. I., and Culotta, A. (eds.), Advances in Neural Information Processing Systems 22, pp. 1759-1767. MIT Press, 2009.
    • (2009) Advances in Neural Information Processing Systems , vol.22 , pp. 1759-1767
    • Sriperumbudur, B.1    Lanckriet, G.2
  • 26
    • 84983643084 scopus 로고    scopus 로고
    • Inferring a semantic representation of text via cross-language correlation analysis
    • Becker, S., Thrun, S., and Obermayer, K. (eds.)
    • Vinokourov, A., Shawe-Taylor, J., and Cristianini, N. Inferring a semantic representation of text via cross-language correlation analysis. In Becker, S., Thrun, S., and Obermayer, K. (eds.), Advances in Neural Information Processing Systems 15, 2002.
    • (2002) Advances in Neural Information Processing Systems , vol.15
    • Vinokourov, A.1    Shawe-Taylor, J.2    Cristianini, N.3
  • 27
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • Weinberger, K.Q. and Saul, L.K. Distance metric learning for large margin nearest neighbor classification. The Journal of Machine Learning Research, 10:207-244, 2009.
    • (2009) The Journal of Machine Learning Research , vol.10 , pp. 207-244
    • Weinberger, K.Q.1    Saul, L.K.2
  • 28
    • 84858779327 scopus 로고    scopus 로고
    • Spectral hashing
    • Koller, D., Schuurmans, D., Bengio, Y., and Bottou, L. (eds.)
    • Weiss, Yair, Torralba, Antonio, and Fergus, Rob. Spectral hashing. In Koller, D., Schuurmans, D., Bengio, Y., and Bottou, L. (eds.), Advances in Neural Information Processing Systems 21, pp. 1753-1760, 2009.
    • (2009) Advances in Neural Information Processing Systems , vol.21 , pp. 1753-1760
    • Weiss, Y.1    Torralba, A.2    Fergus, R.3
  • 29
    • 0037686659 scopus 로고    scopus 로고
    • The concave-convex procedure
    • DOI 10.1162/08997660360581958
    • Yuille, A.L. and Rangarajan, A. The concave-convex procedure. Neural Computation, 15:915-936, 2003. (Pubitemid 37049812)
    • (2003) Neural Computation , vol.15 , Issue.4 , pp. 915-936
    • Yuille, A.L.1    Rangarajan, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.