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Volumn 4005 LNAI, Issue , 2006, Pages 20-34

PAC learning axis-aligned mixtures of Gaussians with no separation assumption

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; INFORMATION ANALYSIS; MATHEMATICAL MODELS; METHOD OF MOMENTS; NUMBER THEORY; PROBABILITY DISTRIBUTIONS; STATISTICAL METHODS;

EID: 33746089899     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11776420_5     Document Type: Conference Paper
Times cited : (68)

References (18)
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    • Evolutionary trees can be learned in polynomial time in the two state general Markov model
    • M. Cryan, L. Goldberg, and P. Goldberg. Evolutionary trees can be learned in polynomial time in the two state general Markov model. SIAM Journal on Computing, 31(2):375-397, 2002.
    • (2002) SIAM Journal on Computing , vol.31 , Issue.2 , pp. 375-397
    • Cryan, M.1    Goldberg, L.2    Goldberg, P.3
  • 7
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin. Maximum likelihood from incomplete data via the EM algorithm. J. Royal Stat. Soc. Ser. B, 39:1-38, 1977.
    • (1977) J. Royal Stat. Soc. Ser. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 9
    • 33746050575 scopus 로고    scopus 로고
    • Learning mixtures of product distributions over discrete domains
    • J. Feldman, R. O'Donnell, and R. Servedio. Learning mixtures of product distributions over discrete domains. In Proc. 46th IEEE FOCS, pages 501-510, 2005.
    • (2005) Proc. 46th IEEE FOCS , pp. 501-510
    • Feldman, J.1    O'Donnell, R.2    Servedio, R.3
  • 17
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. Valiant. A theory of the learnable. Communications of the ACM, 27(11):1134-1142, 1984.
    • (1984) Communications of the ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.1
  • 18
    • 0036957867 scopus 로고    scopus 로고
    • A spectral algorithm for learning mixtures of distributions
    • S. Vempala and G. Wang. A spectral algorithm for learning mixtures of distributions. In Proceedings of the 43rd IEEE FOCS, pages 113-122, 2002.
    • (2002) Proceedings of the 43rd IEEE FOCS , pp. 113-122
    • Vempala, S.1    Wang, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.