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131
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COLT
2005
Springer
91
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Machine Learning
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COLT 2005
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On Spectral Learning of Mixtures of Distributions
15 years 9 months ago
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users.soe.ucsc.edu
We consider the problem of learning mixtures of distributions via spectral methods and derive a tight characterization of when such methods are useful. Specifically, given a mixt...
Dimitris Achlioptas, Frank McSherry
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