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## Search the dblp DataBase
Harri Valpola:
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## Publications of Author- Mariana S. C. Almeida, Harri Valpola, Jaakko Särelä
**Separation of Nonlinear Image Mixtures by Denoising Source Separation.**[Citation Graph (0, 0)][DBLP] ICA, 2006, pp:8-15 [Conf] - 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] - Harri Valpola, Jaakko Särelä
**Accurate, Fast and Stable Denoising Source Separation Algorithms.**[Citation Graph (0, 0)][DBLP] ICA, 2004, pp:65-72 [Conf] - Krista Lagus, Esa Alhoniemi, Harri Valpola
**Independent Variable Group Analysis.**[Citation Graph (0, 0)][DBLP] ICANN, 2001, pp:203-210 [Conf] - Antti Honkela, Harri Valpola
**Unsupervised Variational Bayesian Learning of Nonlinear Models.**[Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf] - Alexander Ilin, Harri Valpola
**Frequency-Based Separation of Climate Signals.**[Citation Graph (0, 0)][DBLP] PKDD, 2005, pp:519-526 [Conf] - Jaakko Särelä, Harri Valpola
**Denoising Source Separation.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2005, v:6, n:, pp:233-272 [Journal] - Tapani Raiko, Harri Valpola, Markus Harva, Juha Karhunen
**Building Blocks for Variational Bayesian Learning of Latent Variable Models.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2007, v:8, n:, pp:155-201 [Journal] - Harri Valpola, Juha Karhunen
**An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models.**[Citation Graph (0, 0)][DBLP] Neural Computation, 2002, v:14, n:11, pp:2647-2692 [Journal] - Maria Funaro, Erkki Oja, Harri Valpola
**Independent component analysis for artefact separation in astrophysical images.**[Citation Graph (0, 0)][DBLP] Neural Networks, 2003, v:16, n:3-4, pp:469-478 [Journal] - Alexander Ilin, Harri Valpola, Erkki Oja
**Exploratory analysis of climate data using source separation methods.**[Citation Graph (0, 0)][DBLP] Neural Networks, 2006, v:19, n:2, pp:155-167 [Journal] - 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] - Alexander Ilin, Harri Valpola
**On the Effect of the Form of the Posterior Approximation in Variational Learning of ICA Models.**[Citation Graph (0, 0)][DBLP] Neural Processing Letters, 2005, v:22, n:2, pp:183-204 [Journal] - Harri Valpola, Markus Harva, Juha Karhunen
**Hierarchical models of variance sources.**[Citation Graph (0, 0)][DBLP] Signal Processing, 2004, v:84, n:2, pp:267-282 [Journal] - 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] **Selective Attention Improves Learning.**[Citation Graph (, )][DBLP]**Extraction of Components with Structured Variance.**[Citation Graph (, )][DBLP]
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