Infinite Sparse Factor Analysis and Infinite Independent Components Analysis

Author:

Knowles David,Ghahramani Zoubin

Publisher

Springer Berlin Heidelberg

Reference8 articles.

1. Hyvärinen, A.: Fast and robust fixed-point algorithms for independent component analysis. IEEE Transactions on Neural Networks 10(3), 626–634 (1999)

2. Richardson, S., Green, P.J.: On bayesian analysis of mixtures with an unknown number of components. Journal of the Royal Statistical Society 59, 731–792 (1997)

3. Makeig, S., Bell, A.J., Jung, T.P., Sejnowski, T.J.: Independent component analysis of electroencephalographic data. Advances in Neural Information Processing Systems 8, 145–151 (1996)

4. Martoglio, A.M., Miskin, J.W., Smith, S.K., MacKay, D.J.C.: A decomposition model to track gene expression signatures: preview on observer-independent classification of ovarian cancer. Bioinformatics 18(12), 1617–1624 (2002)

5. Griffiths, T., Ghahramani, Z.: Infinite latent feature models and the indian buffet process. Technical Report 1, Gatsby Computational Neuroscience Unit (2005)

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