Multi-Observations-Newscast-EM

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Uploaded by on Nov 22, 2007

In this video, we see 100 data points distributed over 25 nodes. The data is modelled bij a Mixture of Gaussians with 5 mixtures (each represented by a colour). The ellipses show the current estimation of a node of the covariance for each cluster. We see that within a small communication steps the local estimates converge to the correct estimates. The parameters are initialised with a distributed implementation of the K-Means algorithm.

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Science & Technology

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Standard YouTube License

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