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Volumn 2005, Issue , 2005, Pages 491-500

On learning mixtures of heavy-tailed distributions

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTIONS; INFINITE VARIANCE; ISOTROPIC POWER LAWS; LOG-CONCAVE DISTRIBUTIONS;

EID: 33748591338     PISSN: 02725428     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SFCS.2005.56     Document Type: Conference Paper
Times cited : (38)

References (15)
  • 1
    • 33748603939 scopus 로고    scopus 로고
    • On spectral learning of mixtures of distributions
    • D. Achlioptas and F. McSherry. On spectral learning of mixtures of distributions. In COLT, 2005.
    • (2005) COLT
    • Achlioptas, D.1    McSherry, F.2
  • 6
    • 0033336275 scopus 로고    scopus 로고
    • Learning mixtures of gaussians
    • S. Dasgupta. Learning mixtures of gaussians. In FOCS99, 1999.
    • (1999) FOCS99
    • Dasgupta, S.1
  • 8
    • 0002629270 scopus 로고
    • Maximum likelihood estimation from incomplete data via the em algorithm
    • A. Dempster, N. Laird, and D. Rubin. Maximum likelihood estimation from incomplete data via the em algorithm (with discussion). Royal Statistical Soc. B, 39:1-38, 1977.
    • (1977) Royal Statistical Soc. B , vol.39 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 10
    • 0003576915 scopus 로고    scopus 로고
    • Y. Dodge, editor., Elsevier Science Publishers B.V.
    • 1 norm and related methods. Elsevier Science Publishers B.V., 2002.
    • (2002) 1 Norm and Related Methods
  • 11
    • 26944473468 scopus 로고    scopus 로고
    • The spectral method for mixture models
    • R. Kannan, H. Salmasian, and S. Vempala. The spectral method for mixture models. In ECCC, 2004.
    • (2004) ECCC
    • Kannan, R.1    Salmasian, H.2    Vempala, S.3
  • 15
    • 3042606899 scopus 로고    scopus 로고
    • A spectral algorithm for learning mixture models
    • S. Vempala and G.Wang. A spectral algorithm for learning mixture models. J. Comput. Syst. Sci., 68(4):841-860, 2004.
    • (2004) J. Comput. Syst. Sci. , vol.68 , Issue.4 , pp. 841-860
    • Vempala, S.1    Wang, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.