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Independent component analysis: algorithms and applications
- A. Hyvärinen, E. Oja
- Computer ScienceNeural Networks
- 1 May 2000
Fast and robust fixed-point algorithms for independent component analysis
- A. Hyvärinen
- Computer Science, MathematicsIEEE Trans. Neural Networks
- 1 May 1999
TLDR
Independent Component Analysis
- A. Hyvärinen, J. Karhunen, E. Oja
- Computer Science
- 2001
TLDR
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
- M. Gutmann, A. Hyvärinen
- Computer ScienceAISTATS
- 31 March 2010
TLDR
Independent Component Analysis
- A. Hyvärinen, J. Karhunen, E. Oja
- Computer Science
- 18 May 2001
TLDR
A Linear Non-Gaussian Acyclic Model for Causal Discovery
- Shohei Shimizu, P. Hoyer, A. Hyvärinen, Antti J. Kerminen
- Computer ScienceJ. Mach. Learn. Res.
- 1 December 2006
TLDR
Survey on Independent Component Analysis
- A. Hyvärinen
- Mathematics
- 1999
TLDR
Validating the independent components of neuroimaging time series via clustering and visualization
- J. Himberg, A. Hyvärinen, F. Esposito
- Computer ScienceNeuroImage
- 1 July 2004
Estimation of Non-Normalized Statistical Models by Score Matching
- A. Hyvärinen
- Computer ScienceJ. Mach. Learn. Res.
- 1 December 2005
TLDR
A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals
- E. Bingham, A. Hyvärinen
- Computer ScienceInt. J. Neural Syst.
- 1 February 2000
TLDR
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