441 search results - page 13 / 89 » An extension of the ICA model using latent variables |
117
Voted
GRC
2010
IEEE
15 years 1 months ago
2010
IEEE
Inference of latent variables from complicated data is one important problem in data mining. The high dimensionality and high complexity of real world data often make accurate infe...
139
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CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
The bag-of-words (BoW) model treats images as an unordered set of local regions and represents them by visual word histograms. Implicitly, regions are assumed to be identically an...
90
Voted
NIPS
2007
15 years 2 months ago
2007
We investigate a new, convex relaxation of an expectation-maximization (EM) variant that approximates a standard objective while eliminating local minima. First, a cautionary resu...
88
Voted
ICASSP
2010
IEEE
15 years 23 days ago
2010
IEEE
A common problem in frequency domain independent component analysis (ICA) is the so called permutation problem which arises due to the independent demixing in each frequency bin. ...
130
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BMCBI
2006
15 years 19 days ago
2006
Background: An alternative to standard approaches to uncover biologically meaningful structures in micro array data is to treat the data as a blind source separation (BSS) problem...