The Regularized EM Algorithm

The following Java Applet is an implementation of the REM algorithm, which can effectively reduce the uncertainty of missing data and thus simplify over-complicated models. For details, please see The Regularized EM Algorithm (in AAAI05). In the demonstration, we use a 2-dimensional synthetic data following the multivariate normal distribution. The k-means is employed to give the initial parameters.

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