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Spring 2016: Statistical Machine Learning (10-702/36-702)

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Lecture 15: Clustering

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Lecture 14: Boosting

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Lecture 13: Nonparametric Bayes

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Lecture 12: Minimax Theory

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Lecture 11: Minimax Theory

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Lecture 10: Nonparametric Classification

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Lecture 09: Linear Classification

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Lecture 08: Trend filtering

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Lecture 07: Nonparametric Regression

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Lecture 06: Nonparametric Regression

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