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Variable Selection and Sparsity Lorenzo Rosasco
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Classroom Contents
Machine Learning Crash Course 2015
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- 1 Introduction to Machine Learning - Lorenzo Rosasco
- 2 Local Methods and Model Selection - Lorenzo Rosasco
- 3 Regularization Networks I Linear Models Francesca Odone
- 4 Regularization Networks II Kernels Francesca Odone
- 5 Dimensionality Reduction and PCA Lorenzo Rosasco
- 6 Variable Selection and Sparsity Lorenzo Rosasco
- 7 Clustering Francesca Odone
- 8 Applications of Machine Learning Francesca Odone
- 9 GURLS Machine Learning made Easy Alessandro Rudi
