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Volumn 9, Issue , 2008, Pages 339-370

Generalization from observed to unobserved features by clustering

Author keywords

Clustering; Generalization in clustering; Information bottleneck; Learning theory; Unobserved features

Indexed keywords

MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD; SET THEORY; THEOREM PROVING;

EID: 41549150635     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (8)

References (29)
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    • A framework for learning predictive structures from multiple tasks and unlabeled data
    • R. K. Ando and T. Zhang. A framework for learning predictive structures from multiple tasks and unlabeled data. Journal of Machine Learning Research, 6, 2005.
    • (2005) Journal of Machine Learning Research , vol.6
    • Ando, R.K.1    Zhang, T.2
  • 12
    • 0001049514 scopus 로고
    • Nonnegative entropy measures of multivariate symmetric correlations
    • T. S. Han. Nonnegative entropy measures of multivariate symmetric correlations. Information and Control, 36:133-156, 1978.
    • (1978) Information and Control , vol.36 , pp. 133-156
    • Han, T.S.1
  • 13
  • 19
    • 41549096545 scopus 로고    scopus 로고
    • S. P. Lloyd. Least squares quantization in pcm. Technical report, Bell Laboratories, 1957. Published in 1982 in IEEE Transactions on Information Theory 28, 128-137.
    • S. P. Lloyd. Least squares quantization in pcm. Technical report, Bell Laboratories, 1957. Published in 1982 in IEEE Transactions on Information Theory 28, 128-137.
  • 22
    • 0041877169 scopus 로고    scopus 로고
    • Estimation of entropy and mutual information
    • L. Paninski. Estimation of entropy and mutual information. Neural Computation, 15:1101-1253, 2003.
    • (2003) Neural Computation , vol.15 , pp. 1101-1253
    • Paninski, L.1
  • 24
    • 0005977840 scopus 로고    scopus 로고
    • Learning with labeled and unlabeled data
    • Technical report, University of Edinburgh
    • M. Seeger. Learning with labeled and unlabeled data. Technical report, University of Edinburgh, 2002.
    • (2002)
    • Seeger, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.