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Publications information icon

Bayesian Nonlinear Independent Component Analysis by Multi-Layer Perceptrons

Peer-reviewed
Lappalainen, H.; Honkela, A.; Valpola, Harri
SPRINGER2000Publications information icon

Ensemble Learning for Independent Component Analysis

Peer-reviewed
Lappalainen, H.
-1999Publications information icon

Noisy Independent Component Analysis by Gaussian Moments

Peer-reviewed
Hyvärinen, A.
-1999Publications information icon

Fast Algorithms for Bayesian Independent Component Analysis

Peer-reviewed
Valpola, Harri; Pajunen, P.
-2000Publications information icon

Topographic Independent Component Analysis: Visualizing the Independence Structure

Peer-reviewed
Hyvärinen, Aapo; Hoyer, Patrik; Inki, M.
-2000Publications information icon

Nonlinear Independent Component Analysis Using Ensemble Learning: Theory

Peer-reviewed
Valpola, Harri
-2000Publications information icon

Post-Nonlinear Independent Component Analysis by Variational Bayesian Learning

Peer-reviewed
Ilin, A.; Honkela, A.
-2004Publications information icon

Artefact Detection in Astrophysical Image Data Using Independent Component Analysis

Peer-reviewed
Funaro, Maria; Oja, E.; Valpola, H.
-2001Publications information icon

Independent Component Analysis for Binary Data: An Experimental Study

Peer-reviewed
Himberg, J.; Hyvärinen, Aapo
-2001Publications information icon

Inter-Cell Interference Cancellation in CDMA Array Systems by Independent Component Analysis

Peer-reviewed
Ristaniemi, T.; Raju, Karthikesh; Karhunen, J.; Oja, E.
-2003

Bayesian Nonlinear Independent Component Analysis by Multi-Layer Perceptrons

Peer-reviewed
2000

Ensemble Learning for Independent Component Analysis

Peer-reviewed
1999

Noisy Independent Component Analysis by Gaussian Moments

Peer-reviewed
1999

Fast Algorithms for Bayesian Independent Component Analysis

Peer-reviewed
2000

Topographic Independent Component Analysis: Visualizing the Independence Structure

Peer-reviewed
2000

Nonlinear Independent Component Analysis Using Ensemble Learning: Theory

Peer-reviewed
2000

Post-Nonlinear Independent Component Analysis by Variational Bayesian Learning

Peer-reviewed
2004

Artefact Detection in Astrophysical Image Data Using Independent Component Analysis

Peer-reviewed
2001

Independent Component Analysis for Binary Data: An Experimental Study

Peer-reviewed
2001

Inter-Cell Interference Cancellation in CDMA Array Systems by Independent Component Analysis

Peer-reviewed
2003