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Volumn 15, Issue , 2011, Pages 85-92

Generative kernels for exponential families

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED FORM; DATA DISTRIBUTION; EMPIRICAL PERFORMANCE; EXPONENTIAL FAMILY; GENERATIVE MODEL; MULTINOMIAL DATA; TRAINING SIZE;

EID: 84862293159     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (7)

References (18)
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    • On a measure of divergence between two statistical populations defined by probability distributions
    • A. Bhattacharyya. On a measure of divergence between two statistical populations defined by probability distributions. Bull. Calcutta Math Soc., 1943.
    • (1943) Bull. Calcutta Math Soc.
    • Bhattacharyya, A.1
  • 5
    • 77955679480 scopus 로고    scopus 로고
    • Metrics defined by Bregman divergences
    • P. Chen, Y. Chen, and M. Rao. Metrics defined by Bregman divergences. Comm. in Mathematics Sciences, 6(4):915-926, 2008.
    • (2008) Comm. in Mathematics Sciences , vol.6 , Issue.4 , pp. 915-926
    • Chen, P.1    Chen, Y.2    Rao, M.3
  • 6
    • 0042420026 scopus 로고    scopus 로고
    • A generalization of principal component analysis to the exponential family
    • MIT Press
    • M. Collins, S. Dasgupta, and R. E. Schapire. A generalization of principal component analysis to the exponential family. In NIPS 14. MIT Press, 2001.
    • (2001) NIPS , vol.14
    • Collins, M.1    Dasgupta, S.2    Schapire, R.E.3
  • 9
    • 84862630897 scopus 로고    scopus 로고
    • Hilbertian metrics and positive definite kernels on probability
    • M. Hein and O. Bousquet. Hilbertian metrics and positive definite kernels on probability. In AISTATS, 2005.
    • (2005) AISTATS
    • Hein, M.1    Bousquet, O.2
  • 10
    • 84898982939 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classifiers
    • Cambridge, MA, USA, MIT Press
    • T. S. Jaakkola and D. Haussler. Exploiting generative models in discriminative classifiers. In NIPS 98, pages 487-493, Cambridge, MA, USA, 1999. MIT Press.
    • (1999) NIPS , vol.98 , pp. 487-493
    • Jaakkola, T.S.1    Haussler, D.2
  • 12
    • 21844459752 scopus 로고    scopus 로고
    • Diffusion kernels on statistical manifolds
    • J. Lafferty and G. Lebanon. Diffusion kernels on statistical manifolds. J. Mach. Learn. Res., 6:129-163, 2005.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 129-163
    • Lafferty, J.1    Lebanon, G.2
  • 13
    • 56449098139 scopus 로고    scopus 로고
    • An asymptotic analysis of gen-erative, discriminative, and pseudolikelihood estimators
    • P. Liang and M. I. Jordan. An asymptotic analysis of gen-erative, discriminative, and pseudolikelihood estimators. In ICML, 2008.
    • (2008) ICML
    • Liang, P.1    Jordan, M.I.2
  • 18
    • 85041123735 scopus 로고    scopus 로고
    • Divergence function, duality, and convex analysis
    • J. Zhang. Divergence function, duality, and convex analysis. Neural Comput., 16(1):159-195, 2004.
    • (2004) Neural Comput. , vol.16 , Issue.1 , pp. 159-195
    • Zhang, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.