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Antti Honkela: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Antti Honkela, Tomas Östman, Ricardo Vigário
    Empirical evidence of the linear nature of magnetoencephalograms. [Citation Graph (0, 0)][DBLP]
    ESANN, 2005, pp:285-290 [Conf]
  2. Antti Honkela, Stefan Harmeling, Leo Lundqvist, Harri Valpola
    Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:790-797 [Conf]
  3. Alexander Ilin, Antti Honkela
    Post-nonlinear Independent Component Analysis by Variational Bayesian Learning. [Citation Graph (0, 0)][DBLP]
    ICA, 2004, pp:766-773 [Conf]
  4. Tapani Raiko, Matti Tornio, Antti Honkela, Juha Karhunen
    State Inference in Variational Bayesian Nonlinear State-Space Models. [Citation Graph (0, 0)][DBLP]
    ICA, 2006, pp:222-229 [Conf]
  5. Antti Honkela, Harri Valpola
    Unsupervised Variational Bayesian Learning of Nonlinear Models. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  6. Antti Honkela, Harri Valpola, Juha Karhunen
    Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2003, v:17, n:2, pp:191-203 [Journal]
  7. Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen
    Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:259-266 [Conf]

  8. Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities. [Citation Graph (, )][DBLP]


  9. Agglomerative Independent Variable Group Analysis. [Citation Graph (, )][DBLP]


  10. Natural Conjugate Gradient in Variational Inference. [Citation Graph (, )][DBLP]


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