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Scalable Training of Mixture Models via Coresets
Matthew Faulkner
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Oznake: computer science;machine learning
How can we train a statistical mixture model on a massive data set? In this paper, we show how to construct coresets for mixtures of Gaussians and natural generalizations. A coreset is a weighted subset of the data, which guarantees that models fitting the coreset will also provide a good fit for th ...
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 1
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