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タグ: expectation-maximization [14 articles]

Recent papers classified by the tag expectation-maximization.
  • A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 9. (2005), pp. 1392-1416.
    by BJ Frey, N Jojic
  • Using EM to Classify Text from Labeled and Unlabeled Documents
    (1998)
    posted to classification expectation-maximization semi-supervised text by vlachmore on 2007-10-04 17:19:59 as read
  • Employing EM and Pool-Based Active Learning for Text Classification
    (1998), pp. 350-358.
    by Andrew Mccallum, Kamal Nigam
  • A Gentle Tutorial on the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models
    (1997)
    by J Bilmes
  • Learning nonlinear dynamical systems using an EM algorithm
    (1999), pp. 599-605.
    edited by MS Kearns, SA Solla, DA Cohn
  • Maximum Likelihood from Incomplete Data via the EM Algorithm
    by AP Dempster, NM Laird, DB Rubin
  • Bayesian Gaussian Process Classification with the EM-EP Algorithm
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 28, No. 12. (2006), pp. 1948-1959.
    by Hyun-Chul Kim, Z Ghahramani
  • Convergence of a Stochastic Approximation Version of the EM Algorithm
    The Annals of Statistics, Vol. 27, No. 1. (1999), pp. 94-128.
    by Bernard Delyon, Marc Lavielle, Eric Moulines
  • Maximum likelihood estimation in nonlinear mixed effects models
    Computational Statistics & Data Analysis, Vol. 49, No. 4. (15 June 2005), pp. 1020-1038.
    by E Kuhn, M Lavielle
    posted to expectation-maximization stochastic-approximation by pcarbo on 2008-04-11 17:59:54 as **
  • Online EM Algorithm for Latent Data Models
    (27 Dec 2007)
    by Olivier Cappé, Eric Moulines
  • The expectation-maximization algorithm
    Signal Processing Magazine, IEEE, Vol. 13, No. 6. (1996), pp. 47-60.
    by TK Moon
  • Effective Image Retrieval Based on Hidden Concept Discovery in Image Database
    IEEE Transactions on Image Processing, Vol. 16, No. 2. (February 2007), pp. 562-572.
    by Ruofei Zhang, Zhongfei Zhang
  • Phylogenetic motif detection by expectation-maximization on evolutionary mixtures.
    Pac Symp Biocomput (2004), pp. 324-335.
    by AM Moses, DY Chiang, MB Eisen
  • Neural Networks for Pattern Recognition
    (1995)
    by Christopher M Bishop
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