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Michael Collins. 2013. The Naive Bayes Model, Maximum-Likelihood Estimation, and the EM Algorithm. (Lecture notes). [comp542] pdf pdf google scholar
Michael Collins. 2013. Tagging Problems, and Hidden Markov Models. (Lecture notes). [comp542] pdf pdf google scholar
Shai Shalev-Shwartz. 2009. Introduction to Machine Learning. (lecture notes). [perceptron] pdf url google scholar
David McAllester. 2007. Expectation Maximization. (Lecture notes). [comp542] pdf google scholar

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