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» Least-Squares Independent Component Analysis
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NLE
2010
103views more  NLE 2010»
14 years 10 months ago
WordICA - emergence of linguistic representations for words by independent component analysis
Timo Honkela, Aapo Hyvärinen, Jaakko J. V&aum...
93
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ICA
2004
Springer
15 years 5 months ago
Independent Slow Feature Analysis and Nonlinear Blind Source Separation
We present independent slow feature analysis as a new method for nonlinear blind source separation. It circumvents the indeterminacy of nonlinear independent component analysis by ...
Tobias Blaschke, Laurenz Wiskott
CORR
2010
Springer
134views Education» more  CORR 2010»
14 years 10 months ago
The LASSO risk for gaussian matrices
We consider the problem of learning a coefficient vector x0 ∈ RN from noisy linear observation y = Ax0 + w ∈ Rn . In many contexts (ranging from model selection to image proce...
Mohsen Bayati, Andrea Montanari