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Volumn , Issue , 2008, Pages 584-591

An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators

Author keywords

[No Author keywords available]

Indexed keywords

MACHINE LEARNING; LEARNING SYSTEMS; PARAMETER ESTIMATION; ROBOT LEARNING;

EID: 56449098139     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390230     Document Type: Conference Paper
Times cited : (86)

References (14)
  • 1
    • 0000582521 scopus 로고
    • The analysis of non-lattice data
    • Besag, J. (1975). The analysis of non-lattice data. The Statistician, 24, 179-195.
    • (1975) The Statistician , vol.24 , pp. 179-195
    • Besag, J.1
  • 6
    • 0001915899 scopus 로고
    • Composite likelihood methods
    • Lindsay, B. (1988). Composite likelihood methods. Contemporary Mathematics, 80, 221-239.
    • (1988) Contemporary Mathematics , vol.80 , pp. 221-239
    • Lindsay, B.1
  • 8
    • 59549087165 scopus 로고    scopus 로고
    • On discriminative vs. generative classifiers: A comparison of logistic regression and naive Bayes
    • Ng, A. Y., & Jordan, M. I. (2002). On discriminative vs. generative classifiers: A comparison of logistic regression and naive Bayes. Advances in Neural Information Processing Systems (NIPS).
    • (2002) Advances in Neural Information Processing Systems (NIPS)
    • Ng, A.Y.1    Jordan, M.I.2
  • 11
    • 46649119286 scopus 로고    scopus 로고
    • On composite marginal likelihoods
    • Varin, C. (2008). On composite marginal likelihoods. Advances in Statistical Analysis, 92, 1-28.
    • (2008) Advances in Statistical Analysis , vol.92 , pp. 1-28
    • Varin, C.1
  • 12
    • 33748685798 scopus 로고    scopus 로고
    • Estimating the "wrong" graphical model: Benefits in the computation-limited setting
    • Wainwright, M. (2006). Estimating the "wrong" graphical model: Benefits in the computation-limited setting. Journal of Machine Learning Research, 7, 1829-1859.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1829-1859
    • Wainwright, M.1
  • 14
    • 56449100367 scopus 로고    scopus 로고
    • Wainwright, M., Jordan, M. I. (2003). Graphical models, exponential families, and variational inference (Technical Report). Department of Statistics, University of California at Berkeley.
    • Wainwright, M., " Jordan, M. I. (2003). Graphical models, exponential families, and variational inference (Technical Report). Department of Statistics, University of California at Berkeley.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.