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02/22/2017
Heavy-Tailed Analogues of the Covariance Matrix for ICA
Independent Component Analysis (ICA) is the problem of learning a square...
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09/02/2015
Heavy-tailed Independent Component Analysis
Independent component analysis (ICA) is the problem of efficiently recov...
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11/12/2013
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures
In this paper we show that very large mixtures of Gaussians are efficien...
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11/09/2012