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06/05/2020
Differentially private partition selection
Many data analysis operations can be expressed as a GROUP BY query on an...
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02/13/2015
A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA
Independent Component Analysis (ICA) is a popular model for blind signal...
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03/04/2014
The Hidden Convexity of Spectral Clustering
In recent years, spectral clustering has become a standard method for da...
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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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11/07/2012