Independent component analysis, a new concept?
Signal Processing - Special issue on higher order statistics
A fast fixed-point algorithm for independent component analysis
Neural Computation
Optimization by Vector Space Methods
Optimization by Vector Space Methods
Fast and robust fixed-point algorithms for independent component analysis
IEEE Transactions on Neural Networks
Adaptive Score Functions for Maximum Likelihood ICA
Journal of VLSI Signal Processing Systems
Blind separation methods based on Pearson system and its extensions
Signal Processing
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Recognizing faces with PCA and ICA
Computer Vision and Image Understanding - Special issue on Face recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
An overview on model-based approaches in face recognition
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Recursive Bayesian Linear Discriminant for Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Applications of ICA for the enhancement and classification of polarimetric SAR images
International Journal of Remote Sensing
Kernel-based nonlinear independent component analysis
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Orthogonal linear discriminant analysis and feature selection for micro-array data classification
Expert Systems with Applications: An International Journal
Reduced Reward-punishment editing for building ensembles of classifiers
Expert Systems with Applications: An International Journal
Kernel sparse representation for image classification and face recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Infinite generalized gaussian mixture modeling and applications
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
A quasi-stochastic gradient algorithm for variance-dependent component analysis
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
Robust face recognition based on part-based localized basis images
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
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The author previously introduced a fast fixed-point algorithm for independentcomponent analysis. The algorithm was derived from objective functionsmotivated by projection pursuit. In this paper, it is shown that thealgorithm is closely connected to maximum likelihood estimation aswell. The basic fixed-point algorithm maximizes the likelihood underthe constraint of decorrelation, if the score function is used as thenonlinearity. Modifications of the algorithm maximize the likelihoodwithout constraints.