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ICA
2007
Springer
13 years 10 months ago
Probabilistic Amplitude Demodulation
Richard E. Turner, Maneesh Sahani
ICA
2007
Springer
13 years 10 months ago
Identifiability Conditions and Subspace Clustering in Sparse BSS
Pando G. Georgiev, Fabian J. Theis, Anca L. Ralesc...
ICA
2007
Springer
13 years 10 months ago
Comparative Speed Analysis of FastICA
FastICA is arguably one of the most widespread methods for independent component analysis. We focus on its deflation-based implementation, where the independent components are ext...
Vicente Zarzoso, Pierre Comon
ICA
2007
Springer
13 years 8 months ago
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis
Abstract. A nonparametric Bayesian extension of Independent Components Analysis (ICA) is proposed where observed data Y is modelled as a linear superposition, G, of a potentially i...
David Knowles, Zoubin Ghahramani
ICA
2007
Springer
13 years 8 months ago
Compact Representations of Market Securities Using Smooth Component Extraction
Independent Component Analysis (ICA) is a statistical method for expressing an observed set of random vectors as a linear combination of statistically independent components. This...
Hariton Korizis, Nikolaos Mitianoudis, Anthony G. ...