Iterative Regularization via Early Stopping

Lorenzo Rosasco


We discuss regularization methods beyond Tikhonov regularization, and in particular early stopping.

Class Reference Matterial

Chapter 5 - Regularization: Beyond Penalization,
L. Rosasco, T. Poggio, A Regularization Tour of Machine Learning, MIT-9.520 Lectures Notes (book draft), 2015.

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

Further Reading