Extreme components analysis

Advances in Neural Information Processing Systems

Volumn , Issue , 2004, Pages

  Welling, Max ^a   Agakov, Felix ^b   Williams, Christopher K I ^b  

^a UNIVERSITY OF TORONTO   (Canada)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; MAXIMUM LIKELIHOOD ESTIMATION;

DATA DISTRIBUTION; NUMBER OF COMPONENTS; OPTIMAL COMBINATION; PRINCIPAL COMPONENTS; PRINCIPAL COMPONENTS ANALYSIS; PROBABILISTIC MODELING; PROBABILISTIC MODELS; REAL-WORLD DATASETS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 33745954069     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. G.E. Hinton. Products of experts. In Proceedings of the International Conference on Artificial Neural Networks, volume 1, pages 1-6, 1999.
2. J.G. Proakis and D.G. Manolakis. Digital Signal Processing: Principles, Algorithms and Applications. Macmillan, 1992.
3. S.T. Roweis. Em algorithms for pca and spca. In Advances in Neural Information Processing Systems, volume 10, pages 626-632, 1997.
4. M.E. Tipping and C.M. Bishop. Probabilistic principal component analysis. Journal of the Royal Statistical Society, Series B, 21(3):611-622, 1999.
5. M.Welling, R.S. Zemel, and G.E. Hinton. A tractable probabilistic model for projection pursuit. In Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2003. accepted for publication.
6. C.K.I. Williams and F.V. Agakov. Products of gaussians and probabilistic minor components analysis. Neural Computation, 14(5):1169-1182, 2002.
7. H. Zhu, C. K. I. Williams, R. J. Rohwer, and M. Morciniec. Gaussian regression and optimal finite dimensional linear models. In C. M. Bishop, editor, Neural Networks and Machine Learning. Springer-Verlag, Berlin, 1998.