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Volumn , Issue , 2010, Pages 295-302

Asymptotic analysis of generative semi-supervised learning

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNATIVE FRAMEWORK; COMPOSITE LIKELIHOOD; DISTRIBUTION-FREE; MODELING ACCURACY; NAIVE BAYES; REAL WORLD EXPERIMENT; SEMI-SUPERVISED LEARNING; SIMULATION STUDIES; STRUCTURED PREDICTION; TEXT CLASSIFICATION;

EID: 77956525937     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (13)
  • 2
    • 77956501439 scopus 로고    scopus 로고
    • Does unlabeled data provably help? Worst-case analysis of the sample complexity of semi-supervised learning
    • Ben-David, S., Lu, T., and Pal, D. Does unlabeled data provably help? worst-case analysis of the sample complexity of semi-supervised learning. In International Conference on Learning Theory, 2008.
    • (2008) International Conference on Learning Theory
    • Ben-David, S.1    Lu, T.2    Pal, D.3
  • 3
    • 0001662441 scopus 로고    scopus 로고
    • The relative value of labeled and unlabeled samples in pattern recognition with an unknown mixing parameter
    • Castelli, V. and Cover, T. M. The relative value of labeled and unlabeled samples in pattern recognition with an unknown mixing parameter. IEEE Transactions on Information Theory, 42(6):2102-2117, 1996.
    • (1996) IEEE Transactions on Information Theory , vol.42 , Issue.6 , pp. 2102-2117
    • Castelli, V.1    Cover, T.M.2
  • 4
    • 33749252873 scopus 로고    scopus 로고
    • Chapelle, O. Schölkopf, B. and Zien, A. (eds.). MIT Press
    • Chapelle, O., Schölkopf, B., and Zien, A. (eds.). Semi-Supervised Learning. MIT Press, 2006.
    • (2006) Semi-supervised Learning
  • 9
    • 2342533081 scopus 로고    scopus 로고
    • Equivalence of linear boltzmann chains and hidden markov models
    • MacKay, D. J. C. Equivalence of linear boltzmann chains and hidden markov models. Neural Computation, 8(1): 178-181, 1996.
    • (1996) Neural Computation , vol.8 , Issue.1 , pp. 178-181
    • MacKay, D.J.C.1
  • 10
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • Nigam, K., McCallum, A., Thrun, S., and Mitchell, T. Text classification from labeled and unlabeled documents using EM. Machine Learning, 39(2):103-134, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2 , pp. 103-134
    • Nigam, K.1    McCallum, A.2    Thrun, S.3    Mitchell, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.