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Volumn , Issue , 2005, Pages 305-312

Online learning over graphs

Author keywords

[No Author keywords available]

Indexed keywords

ALGEBRA; ALGORITHMS; GRAPH THEORY; LEARNING SYSTEMS;

EID: 31844438487     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1102351.1102390     Document Type: Conference Paper
Times cited : (88)

References (17)
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  • 2
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    • Regularization and semi-supervised learning on large graphs
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    • Belkin, M., Matveeva, I., & Niyogi, P. (2004). Regularization and semi-supervised learning on large graphs. COLT 2004, Proc. (pp. 624-638). Springer.
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  • 3
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    • (2004) Machine Learning , vol.56 , pp. 209-239
    • Belkin, M.1    Niyogi, P.2
  • 4
    • 0038399423 scopus 로고    scopus 로고
    • Query learning with large margin classifiers
    • Morgan Kaufmann
    • Campbell, C., Cristianini, N., & Smola, A. (2000). Query learning with large margin classifiers. ICML 2000, Proc. (pp. 111-118). Morgan Kaufmann.
    • (2000) ICML 2000, Proc. , pp. 111-118
    • Campbell, C.1    Cristianini, N.2    Smola, A.3
  • 5
    • 31844456298 scopus 로고    scopus 로고
    • No. 92 in CBMS Regional Conference Series in Mathematics. American Mathematical Society
    • Chung, F. R. (1997). Spectral graph theory. No. 92 in CBMS Regional Conference Series in Mathematics. American Mathematical Society.
    • (1997) Spectral Graph Theory
    • Chung, F.R.1
  • 6
    • 0033281425 scopus 로고    scopus 로고
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    • Freund, Y., & Schapire, R. E. (1999). Large margin classification using the perceptron algorithm. Machine Learning, 37, 277-296.
    • (1999) Machine Learning , vol.37 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 7
    • 84898954071 scopus 로고    scopus 로고
    • Linear hinge loss and average margin
    • MIT Press
    • Gentile, C., & Warmuth, M. K. (1998). Linear hinge loss and average margin. NIPS 1998. Proc. (pp. 225-231). MIT Press.
    • (1998) NIPS 1998. Proc. , pp. 225-231
    • Gentile, C.1    Warmuth, M.K.2
  • 8
    • 84943226219 scopus 로고    scopus 로고
    • Learning additive models online with fast evaluating kernels
    • Springer
    • Herbster, M. (2001). Learning additive models online with fast evaluating kernels. COLT 2001, Proc. (pp. 444-460). Springer.
    • (2001) COLT 2001, Proc. , pp. 444-460
    • Herbster, M.1
  • 10
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    • Diffusion kernels on graphs and other discrete input spaces
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    • Kondor, R.1    Lafferty, J.2
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    • Kernels and regularization on graphs
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    • Smola, A., & Kondor, R. (2003). Kernels and regularization on graphs. COLT 2003, Proc. (pp. 144-158). Springer.
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    • Smola, A.1    Kondor, R.2
  • 13
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