Unsupervised learning of data representation

9.520/6.860, Class 10

Instructor: Lorenzo Rosasco

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Slides

Slides for this lecture: PDF.

Class Reference Material

L. Rosasco, T. Poggio, Machine Learning: a Regularization Approach, MIT-9.520 Lectures Notes, Manuscript, Dec. 2017

Chapter 10 – Learning Data Representation

Note: The course notes, in the form of the circulated book draft is the reference material for this class. Related and older material can be accessed through previous year offerings of the course.

Additional Matterial

• L. Rosasco, Learning Representations, Machine Learning Summer School 2015, Kyoto, Japan. (slides)