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Estimation theory / Cluster analysis / Data mining / Expectation–maximization algorithm / K-means clustering / Information bottleneck method / Hierarchical clustering / Mixture model / Maximum likelihood / Statistics / Multivariate statistics / Machine learning


6.867 Machine learning, lecture 17 (Jaakkola) 1 Lecture topics: • Mixture models and clustering, k-means
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Document Date: 2015-03-15 16:36:56


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Massachusetts Institute of Technology / /

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hierarchical agglomerative clustering algorithm / maximum likelihood solution / to other clustering algorithms / hierarchical clustering algorithm / greedy packing algorithm / clustering algorithm / specific algorithm / /

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IDF / Massachusetts Institute of Technology / MIT / /

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Massachusetts / /

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Machine Learning / /

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K-means clustering algorithm / clustering algorithm / hierarchical clustering algorithm / specific algorithm / K-means algorithm / Machine learning / resulting algorithm / hierarchical agglomerative clustering algorithm / same algorithm / EM algorithm / greedy packing algorithm / /

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