6.867 | Fall 2006 | Graduate
Machine Learning
Lecture Notes



Lecture notes on mixture of Gaussians, the EM algorithm, additional mixture topics, regularization, stage-wise mixtures, conditional mixtures, and mixture models and clustering.

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Lecture Notes
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