Publications by Jaakko Luttinen

2010

5Jaakko Luttinen and Alexander Ilin. Transformations in variational Bayesian factor analysis to speed up learning. Neurocomputing, 73:1093–1102, 2010.
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2009

4Jaakko Luttinen. Gaussian-process factor analysis for modeling spatio-temporal data. Master's thesis, Helsinki University of Technology, December 2009.
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3Jaakko Luttinen, Alexander Ilin, and Tapani Raiko. Transformations for variational factor analysis to speed up learning. In Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2009), pages 77–82, Bruges, Belgium, April 2009.
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2Jaakko Luttinen, Alexander Ilin, and Juha Karhunen. Bayesian robust PCA for incomplete data. In Proceedings of the 8th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2009), pages 66–73, Paraty, Brazil, March 2009.
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1Jaakko Luttinen and Alexander Ilin. Variational Gaussian-process factor analysis for modeling spatio-temporal data. In Advances in Neural Information Processing Systems 22, pages 1177–1185. MIT Press, Cambridge, MA, USA, 2009.
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