most citedTraining Gaussian Mixture Models at Scale via Coresets

26 citations · 26 across the 1 of their papers we have counts for

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stat.ML2017★ 26 cited

Training Gaussian Mixture Models at Scale via Coresets

Mario Lucic, Matthew Faulkner, Andreas Krause +1

How can we train a statistical mixture model on a massive data set? In this work we show how to construct coresets for mixtures of Gaussians. A coreset is a weighted subset of the…