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Volumn 4109 LNCS, Issue , 2006, Pages 450-458

Graph based multi-class semi-supervised learning using Gaussian process

Author keywords

[No Author keywords available]

Indexed keywords

FUNCTION EVALUATION; GRAPH THEORY; MATHEMATICAL MODELS; PROBLEM SOLVING;

EID: 33749600088     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11815921_49     Document Type: Conference Paper
Times cited : (5)

References (21)
  • 1
    • 84898946656 scopus 로고    scopus 로고
    • Using manifold structure for partially labeled classification
    • Belkin, M. and Niyogi, P.: Using manifold structure for partially labeled classification. NIPS Vol.15, pp. 929-936, (2003).
    • (2003) NIPS , vol.15 , pp. 929-936
    • Belkin, M.1    Niyogi, P.2
  • 5
    • 33749613271 scopus 로고    scopus 로고
    • No. 92 in Tegional Conference Series in Mathematics. American Mathematical Society
    • Chung, F.: Spectral Graph Theory. No. 92 in Tegional Conference Series in Mathematics. American Mathematical Society (1997).
    • (1997) Spectral Graph Theory
    • Chung, F.1
  • 6
    • 0035363672 scopus 로고    scopus 로고
    • From few to many: Illumination cone models for face recognition under variable lighting and pose
    • Georghiades A., Belhumeur P. and Kriegman D.: From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose. IEEE Trans on PAMI, Vol. 23(6), pp. 643-660, (2001).
    • (2001) IEEE Trans on PAMI , vol.23 , Issue.6 , pp. 643-660
    • Georghiades, A.1    Belhumeur, P.2    Kriegman, D.3
  • 7
    • 0001576029 scopus 로고    scopus 로고
    • Characterizing virtual eigensignatures for general purpose face recognition
    • Graham D. and Allinson N.: Characterizing Virtual Eigensignatures for General Purpose Face Recognition. In Face Recognition: From Theory to Applications, Vol. 163, pp. 446-456. (1998).
    • (1998) Face Recognition: From Theory to Applications , vol.163 , pp. 446-456
    • Graham, D.1    Allinson, N.2
  • 8
    • 84862619225 scopus 로고    scopus 로고
    • Efficient non-parametric function induction in semi-supervised learning
    • Delalleau, O. Bengio, Y. and Roux, N. L.: Efficient Non-Parametric Function Induction in Semi-Supervised Learning. AI and Statistics, pp. 96-103, (2005).
    • (2005) AI and Statistics , pp. 96-103
    • Delalleau, O.1    Bengio, Y.2    Roux, N.L.3
  • 9
    • 0028428774 scopus 로고
    • A database for handwritten text recognition research
    • Hull, J.: A database for handwritten text recognition research. IEEE Trans, on PAMI, Vol. 16(5), pp. 550-554, (1994).
    • (1994) IEEE Trans, on PAMI , vol.16 , Issue.5 , pp. 550-554
    • Hull, J.1
  • 10
    • 78049527893 scopus 로고    scopus 로고
    • Semi-supervised learning via Gaussian processes
    • Lawrence, N. D. and Jordan, M. I.: Semi-supervised learning via Gaussian processes. NIPS, Vol. 17, pp. 753-760, (2005).
    • (2005) NIPS , vol.17 , pp. 753-760
    • Lawrence, N.D.1    Jordan, M.I.2
  • 11
    • 15244359409 scopus 로고    scopus 로고
    • Introduction to Gaussian processes
    • Mackay D.: Introduction to Gaussian processes. Technical Report, (1997).
    • (1997) Technical Report
    • Mackay, D.1
  • 13
    • 26444450853 scopus 로고    scopus 로고
    • ORL Face Database, http://www.uk.research.att.com/facedatabase.html.
    • ORL Face Database
  • 14
    • 0742267200 scopus 로고    scopus 로고
    • Relationships between Gaussian processes, support vector machines and smoothing splines
    • Seeger M.: Relationships between Gaussian processes, Support Vector machines and Smoothing Splines. Technical Report, (1999).
    • (1999) Technical Report
    • Seeger, M.1
  • 15
    • 0005977840 scopus 로고    scopus 로고
    • Learning with labeled and unlabeled data
    • Seeger, M.: Learning with Labeled and Unlabeled Data. Technical Report, (2000).
    • (2000) Technical Report
    • Seeger, M.1
  • 16
    • 0032289422 scopus 로고    scopus 로고
    • Bayesian classification with Gaussian processes
    • Williams, C. K. I. and Barber, D.: Bayesian Classification with Gaussian Processes. IEEE Trans. on PAMI, Vol. 20(12), pp. 1342-1351, (1998).
    • (1998) IEEE Trans. on PAMI , vol.20 , Issue.12 , pp. 1342-1351
    • Williams, C.K.I.1    Barber, D.2
  • 17
    • 84899010839 scopus 로고    scopus 로고
    • Using the nyström method to speed up kernel machines
    • Williams C. and Seeger M.: Using the Nyström Method to Speed Up Kernel Machines. NIPS, Vol. 13, pp. 682-688, (2001).
    • (2001) NIPS , vol.13 , pp. 682-688
    • Williams, C.1    Seeger, M.2
  • 18
    • 22944492898 scopus 로고    scopus 로고
    • Learning with local and global consistency
    • Zhou, D., Bousquet, O., Lal, T. N., Weston, J. and Schölkopf, B.: Learning with Local and Global Consistency. NIPS, Vol. 16, pp. 321-328, (2003).
    • (2003) NIPS , vol.16 , pp. 321-328
    • Zhou, D.1    Bousquet, O.2    Lal, T.N.3    Weston, J.4    Schölkopf, B.5
  • 19
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions
    • Zhu, X., Ghahramani, Z. and LaKerty, J.: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. ICML, Vol. 20, pp. 912-919, (2003).
    • (2003) ICML , vol.20 , pp. 912-919
    • Zhu, X.1    Ghahramani, Z.2    Lakerty, J.3
  • 20
    • 33749596705 scopus 로고    scopus 로고
    • Semi-supervised learning: From Gaussian fields to Gaussian processes
    • Zhu, X. and Ghahramani, Z.: Semi-Supervised Learning: From Gaussian Fields to Gaussian Processes. Technical Report, (2003).
    • (2003) Technical Report
    • Zhu, X.1    Ghahramani, Z.2
  • 21
    • 33745456231 scopus 로고    scopus 로고
    • Semi-supervised learning literature survey
    • Zhu, X.: Semi-Supervised Learning Literature Survey. Technical Report, (2005).
    • (2005) Technical Report
    • Zhu, X.1


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