9.520/6.860, Class 17

Class 17: Margin Analysis for Classifcation

Instructor: Sasha Rakhlin


We discuss margins, surrogate loss and the complexity bounds based on them.


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

Suggested Reading