메뉴 건너뛰기




Volumn 2006, Issue , 2006, Pages 267-276

New EM derived from Kullback-Leibler divergence

Author keywords

EM; Expectation Maximization; Kullback Leibler divergence

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTER VISION; DATA REDUCTION; MATHEMATICAL MODELS; OPTIMIZATION; ROBOTICS;

EID: 33749566776     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1150402.1150434     Document Type: Conference Paper
Times cited : (16)

References (19)
  • 1
    • 13844295342 scopus 로고    scopus 로고
    • The variational bayesian em algorithm for incomplete data
    • Oxford Univ. Press
    • M. J. Beal and Z. Ghahramani. The variational bayesian em algorithm for incomplete data. In BAYESIAN STATISTICS 7. Oxford Univ. Press, 2003.
    • (2003) BAYESIAN STATISTICS , vol.7
    • Beal, M.J.1    Ghahramani, Z.2
  • 3
    • 77956889087 scopus 로고
    • Reversible jump markov chain monte carlo computation and bayesian model determination
    • P. Green. Reversible jump markov chain monte carlo computation and bayesian model determination. Biometrica, 82:711-732, 1995.
    • (1995) Biometrica , vol.82 , pp. 711-732
    • Green, P.1
  • 4
    • 33846122974 scopus 로고    scopus 로고
    • Improving grid-based slam with rao-blackwellized particle filters by adaptive proposals and selective resampling
    • G. Grisetti, C. Stachniss, and W. Burgard. Improving grid-based slam with rao-blackwellized particle filters by adaptive proposals and selective resampling. In ICRA, 2005.
    • (2005) ICRA
    • Grisetti, G.1    Stachniss, C.2    Burgard, W.3
  • 6
    • 0000620901 scopus 로고
    • Missing values in experiments analyzed on automatic computers
    • M. J. R. Healy and M. Wesmacott. Missing values in experiments analyzed on automatic computers. Appl. Statist., 5:203-206, 1956.
    • (1956) Appl. Statist. , vol.5 , pp. 203-206
    • Healy, M.J.R.1    Wesmacott, M.2
  • 7
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • M. I. Jordan, editor, Kluwer
    • R. Neal and G. Hinton. A view of the em algorithm that justifies incremental, sparse, and other variants. In M. I. Jordan, editor, Learning in Graphical Models. Kluwer, 1998.
    • (1998) Learning in Graphical Models
    • Neal, R.1    Hinton, G.2
  • 8
    • 0344444651 scopus 로고    scopus 로고
    • Weighted line fitting algorithms for mobile robot map building and efficient data representation
    • S. T. Pfister, S. I. Roumeliotis, and J. W. Burdick. Weighted line fitting algorithms for mobile robot map building and efficient data representation. In ICRA, 2003.
    • (2003) ICRA
    • Pfister, S.T.1    Roumeliotis, S.I.2    Burdick, J.W.3
  • 10
    • 0031162930 scopus 로고    scopus 로고
    • Techniques for assessing polygonal approximations of curves
    • P. L. Rosin. Techniques for assessing polygonal approximations of curves. IEEE Trans. PAMI, 19(3):659-666, 1997.
    • (1997) IEEE Trans. PAMI , vol.19 , Issue.3 , pp. 659-666
    • Rosin, P.L.1
  • 15
    • 21144472623 scopus 로고
    • Variable kernel density estimation
    • G. R. Terrell and D. W. Scott. Variable kernel density estimation. The Annals of Statistics, 20(3): 1236-1265, 1992.
    • (1992) The Annals of Statistics , vol.20 , Issue.3 , pp. 1236-1265
    • Terrell, G.R.1    Scott, D.W.2
  • 18
    • 0005569234 scopus 로고
    • Untersuchungen zur lehre von der gestalt ii
    • M. Wertheimer. Untersuchungen zur lehre von der gestalt ii. Psycologische Forschung, 4:301-350, 1923.
    • (1923) Psycologische Forschung , vol.4 , pp. 301-350
    • Wertheimer, M.1
  • 19
    • 0038309400 scopus 로고    scopus 로고
    • Em algorithms for gaussian mixtures with split-and-merge operation
    • Z. Zhang, C. Chen, J. Sun, and K. L. Chan. Em algorithms for gaussian mixtures with split-and-merge operation. Pattern Recogntion, 36:1973-1983, 2003.
    • (2003) Pattern Recogntion , vol.36 , pp. 1973-1983
    • Zhang, Z.1    Chen, C.2    Sun, J.3    Chan, K.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.